Split (2)

train · 2.67k rows

data_source stringclasses 1 value	prompt listlengths 1 1	ability stringclasses 1 value	reward_model.ground_truth.timestamp stringdate 2025-03-24 21:16:32 2025-05-07 20:15:32	reward_model.ground_truth.action stringclasses 4 values	reward_model.ground_truth.action_argument stringlengths 0 117	reward_model.style stringclasses 1 value	answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-07 20:15:32	extra_info.split stringclasses 1 value	extra_info.index int64 0 2.67k	extra_info.answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-07 20:15:32	extra_info.answer.action stringclasses 4 values	extra_info.answer.action_argument stringlengths 0 117	extra_info.question stringlengths 4.02k 83.9k	reward_model dict	extra_info dict
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJDPSF7\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:26:06.173Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:26:06.173Z	click	review	rule	2025-04-08T22:26:06.173Z	train	200	2025-04-08T22:26:06.173Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed comforter" } ], "cart_items": [ {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:26:06.173Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - 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3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:26:16.448Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:26:16.448Z	click	review	rule	2025-04-08T22:26:16.448Z	train	201	2025-04-08T22:26:16.448Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed comforter" } ], "cart_items": [ {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "$100.00"}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.00", "quantity": "1"}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "$13.00", "quantity": "1"}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "$82.00", "quantity": "1"}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "$14.99", "quantity": "1"}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "$35.63", "quantity": "1"}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "$10.99", "quantity": "1"}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "price": "$39.00", "quantity": "1"}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "price": "$7.99", "quantity": "1"}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "price": "$31.99", "quantity": "1"}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "price": "$28.99", "quantity": "1"}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "$19.99", "quantity": "1"}, {"title": "Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid", "asin": "B01NBFHFZN", "price": "$6.97"}, {"title": "Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)", "asin": "B007L0DPE0", "price": "$10.98"}, {"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count", "asin": "B017PCGABI", "price": "$8.97"} ], "product_details": [ { "asin": "B0B49MZLDB" }, { "title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")" }, { "price": "$22.99" }, { "bullet_list": "Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\" x 90\") and 2 pillow shams (20\" x 26\" + 2\")" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "Queen" }, { "Color": "05 - Beige" } ], "promotion_items": [ {"title": "Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLP3QSF", "price": "$28.49", "quantity": ""}, {"title": "California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White", "asin": "B06XS1P6NG", "price": "$38.24", "quantity": ""}, {"title": "weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99", "quantity": ""}, {"title": "Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches", "asin": "B0CTGD5XLM", "price": "$21.99", "quantity": ""}, {"title": "Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket", "asin": "B0BBLP5GLC", "price": "$33.99", "quantity": ""}, {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$20.67", "quantity": ""}, {"title": "HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey", "asin": "B0BNJDPSF7", "price": "$34.99", "quantity": ""}, {"title": "Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "13ba808a", "price": "$28.49", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "77b7226a", "price": "$30.39", "quantity": ""}, {"title": "Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket", "asin": "/promo/AD3TTLBS2JOMG", "price": "$33.99", "quantity": ""}, {"title": "ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "/promo/A12CWCTAJ7FFCT", "price": "$29.99", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "05d88343", "price": "$24.88", "quantity": ""}, {"title": "CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons", "asin": "B08CRNCJFC", "price": "$39.99", "quantity": ""}, {"title": "CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams", "asin": "B09KNKS2B6", "price": "$29.99", "quantity": ""} ], "comparison_items": [ {"title": "Bedsure\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "price": "$22.99"}, {"title": "Bedsure\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLP3QSF", "price": "$28.49"}, {"title": "ROSGONIA\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "B08YXKR996", "price": "$29.99"}, {"title": "Bedsure\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0C27JYSJP", "price": "$30.39"}, {"title": "Basic Beyond\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding", "asin": "B0CSYVHZZV", "price": "$25.99"}, {"title": "weigelia\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:26:16.448Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 201, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJDPSF7\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:26:16.448Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJDPSF7\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:26:38.608Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:26:38.608Z	purchase	B0B49MZLDB	rule	2025-04-08T22:26:38.608Z	train	202	2025-04-08T22:26:38.608Z	purchase	B0B49MZLDB	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed comforter" } ], "cart_items": [ {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "$100.00"}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.00", "quantity": "1"}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "$13.00", "quantity": "1"}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "$82.00", "quantity": "1"}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "$14.99", "quantity": "1"}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "$35.63", "quantity": "1"}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "$10.99", "quantity": "1"}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "price": "$39.00", "quantity": "1"}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "price": "$7.99", "quantity": "1"}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "price": "$31.99", "quantity": "1"}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "price": "$28.99", "quantity": "1"}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "$19.99", "quantity": "1"}, {"title": "Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid", "asin": "B01NBFHFZN", "price": "$6.97"}, {"title": "Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)", "asin": "B007L0DPE0", "price": "$10.98"}, {"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count", "asin": "B017PCGABI", "price": "$8.97"} ], "product_details": [ { "asin": "B0B49MZLDB" }, { "title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")" }, { "price": "$22.99" }, { "bullet_list": "Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\" x 90\") and 2 pillow shams (20\" x 26\" + 2\")" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "Queen" }, { "Color": "05 - Beige" } ], "promotion_items": [ {"title": "Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLP3QSF", "price": "$28.49", "quantity": ""}, {"title": "California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White", "asin": "B06XS1P6NG", "price": "$38.24", "quantity": ""}, {"title": "weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99", "quantity": ""}, {"title": "Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches", "asin": "B0CTGD5XLM", "price": "$21.99", "quantity": ""}, {"title": "Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket", "asin": "B0BBLP5GLC", "price": "$33.99", "quantity": ""}, {"title": "Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches", "asin": "B07YKLSMFM", "price": "$20.67", "quantity": ""}, {"title": "HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey", "asin": "B0BNJDPSF7", "price": "$34.99", "quantity": ""}, {"title": "Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "13ba808a", "price": "$28.49", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "77b7226a", "price": "$30.39", "quantity": ""}, {"title": "Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket", "asin": "/promo/AD3TTLBS2JOMG", "price": "$33.99", "quantity": ""}, {"title": "ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "/promo/A12CWCTAJ7FFCT", "price": "$29.99", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "05d88343", "price": "$24.88", "quantity": ""}, {"title": "CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons", "asin": "B08CRNCJFC", "price": "$39.99", "quantity": ""}, {"title": "CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams", "asin": "B09KNKS2B6", "price": "$29.99", "quantity": ""} ], "comparison_items": [ {"title": "Bedsure\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "price": "$22.99"}, {"title": "Bedsure\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLP3QSF", "price": "$28.49"}, {"title": "ROSGONIA\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "B08YXKR996", "price": "$29.99"}, {"title": "Bedsure\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0C27JYSJP", "price": "$30.39"}, {"title": "Basic Beyond\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding", "asin": "B0CSYVHZZV", "price": "$25.99"}, {"title": "weigelia\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:26:38.608Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>purchase</answer_action><answer_argument>B0B49MZLDB</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>purchase</answer_action><answer_argument>B0B49MZLDB</answer_argument>", "index": 202, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJDPSF7\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:26:38.608Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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\\u8d85\\u67d4\\u8f6f\\u53cc\\u4eba\\u5e8a/\\u53cc\\u4eba\\u52a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 68 x 90 \\u5e26 1 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u9632\\u892a\\u8272\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u900f\\u6c14\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4KGTKD\", \"price\": \"17.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Utopia \\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5b50\\u7fbd\\u7ed2\\u88ab\\u82af\\uff0c\\u5e26\\u89d2\\u7247\\u7684\\u7ed7\\u7f1d\\u88ab\\u5b50\\uff0c\\u76d2\\u7f1d\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u88ab\\u5b50\\u5927\\u53f7\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00S1TC442\", \"price\": \"20.66 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u53cc\\u4eba\\u62c9\\u7ed2\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u9002\\u5408\\u513f\\u7ae5\\u548c\\u6210\\u4eba\\uff0c\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\uff0c\\u5305\\u62ec 1 \\u4e2a\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\u548c 2 \\u4e2a\\u6795\\u5957\\uff0c\\u65e0\\u88ab\\u5b50\", \"asin\": \"B08CXJCX3H\", \"price\": \"16.14\\u7f8e\\u5143\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Utopia \\u5e8a\\u4e0a\\u7528\\u54c1\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a\\u88ab\\u5957\\u548c 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u62c9\\u94fe\\u5f00\\u5408\\u5e8a\\u4e0a\\u7528\\u54c1\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4\\uff0c90 X 90 \\u82f1\\u5bf8\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00NWPUKMS\", \"price\": \"15.99 \\u7f8e\\u5143\"},\n {\"title\": \"Utopia Bedding\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a Seer Sucker \\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u5e26 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4 90\\\"X90\\\"\\uff08\\u5927\\u53f7\\u767d\\u8272\\uff09\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0C7C36R29\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"ROYALE LINENS\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 3 \\u4ef6\\u5957\\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5957 - \\u62c9\\u94fe\\u5f00\\u5408 - 1 \\u4e2a\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957 - \\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0BM31B4DM\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"MUXHOMO\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u53cc\\u9762\\u82b1\\u5349\\u7eff\\u8272\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\u690d\\u7269\\u56fe\\u6848\\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5e26 4 \\u6761\\u5e26\\u5b50\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\uff0c2 \\u4e2a\\u6795\\u5957\", \"asin\": \"B0CL9X4CTT\", \"price\": \"19.88 \\u7f8e\\u5143\"},\n {\"title\": \"CGK Unlimited\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5 - \\u8d85\\u67d4\\u8f6f\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90 x 90 \\u5e26 2 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u3001\\u6613\\u4e8e\\u62a4\\u7406\\u3001\\u4e0d\\u892a\\u8272\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u3001\\u900f\\u6c14\\u7684\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4JLMJ1\", \"price\": \"19.99 \\u7f8e\\u5143\"},\n {\"title\": \"RUIKASI\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5927\\u53f7\\u5e8a\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\", \"asin\": \"B0CWRW9ZZ3\", \"price\": \"15.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:29:35.353Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:29:35.353Z	click	review	rule	2025-04-08T22:29:35.353Z	train	203	2025-04-08T22:29:35.353Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed comforter" } ], "cart_items": [ {"title": "MIULEE \u62b1\u6795\u57ab\u4f18\u8d28\u6795\u5957\u957f\u65b9\u5f62\u88c5\u9970\u9760\u57ab\u5e8a\u6c99\u53d1\u6c99\u53d1 12x20 \u82f1\u5bf8", "asin": "B083LMRXJC", "price": "8.54\u7f8e\u5143", "quantity": "1"}, {"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"}, {"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"}, {"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"}, {"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"}, {"title": "Navitas Organics \u5df4\u897f\u8393\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c76 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001CGX3ZK", "price": "23.68 \u7f8e\u5143", "quantity": "1"}, {"title": "EcoTools \u5e72\u6027\u8eab\u4f53\u5237\uff0c\u65e0\u52a8\u7269\u5b9e\u9a8c\u5237\u6bdb\uff0c\u53ef\u53bb\u9664\u89d2\u8d28\u5e76\u629a\u5e73\u808c\u80a4\uff0c\u5e72\u5237\u53ef\u53bb\u9664\u5e72\u71e5\u76ae\u80a4\uff0c\u6709\u52a9\u4e8e\u6539\u5584\u8840\u6db2\u5faa\u73af\u548c\u80a4\u8272\uff0c\u73af\u4fdd\u62a4\u80a4\u5de5\u5177\uff0c\u7eaf\u7d20\uff0c1 \u652f", "asin": "B016RFJDL8", "price": "5.99 \u7f8e\u5143", "quantity": "1"}, {"title": "Almooni \u5929\u7136\u4e1d\u74dc\u53bb\u89d2\u8d28\u8eab\u4f53\u78e8\u7802\u818f\uff0c\u91c7\u7528\u5929\u7136\u57c3\u53ca\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\u5236\u6210\uff0c\u7537\u5973\u7686\u5b9c\u7684\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\uff0c\u53ef\u7528\u4e8e\u9762\u90e8\u548c\u8eab\u4f53\uff0c\u8ba9\u60a8\u6e05\u6d01 - 2 \u4e2a\uff081 \u5305\uff09", "asin": "B07Q3MZMDL", "price": "9.99 \u7f8e\u5143", "quantity": "1"}, {"title": "Dawn Platinum Powerwash \u6d17\u7897\u55b7\u96fe\uff0c\u6d17\u7897\u7682\uff0c\u82f9\u679c\u9999\u5473\uff0c16 \u76ce\u53f8", "asin": "B09NF696CR", "price": "4.94 \u7f8e\u5143", "quantity": "1"}, {"title": "Lysol \u591a\u529f\u80fd\u6e05\u6d01\u55b7\u96fe\uff0c\u591a\u7528\u9014\u6d88\u6bd2\u55b7\u96fe\uff0c\u53a8\u623f\u548c\u6d74\u5ba4\u6e05\u6d01\u5242\uff0c\u8292\u679c\u548c\u8299\u84c9\u9999\u5473\uff0c32 \u6db2\u91cf\u76ce\u53f8", "asin": "B07RHTQP68", "price": "3.97 \u7f8e\u5143", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra \u6d17\u7897\u7682\uff0c\u6d17\u7897\u6db2\uff0c\u539f\u88c5\uff0c\u6d17\u7897\u7682\u8865\u5145\u88c5\uff0c22 \u6db2\u91cf\u76ce\u53f8", "asin": "B09NF7RLYH", "price": "3.94 \u7f8e\u5143", "quantity": "1"}, {"title": "Nate's Organic 100% \u7eaf\u5929\u7136\u672a\u8fc7\u6ee4\u8702\u871c - \u7f8e\u56fd\u519c\u4e1a\u90e8\u8ba4\u8bc1\u6709\u673a - 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\u8d85\u67d4\u8f6f\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 68 x 90 \u5e26 1 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u9632\u892a\u8272\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u900f\u6c14\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4KGTKD", "price": "17.99 \u7f8e\u5143", "quantity": ""}, {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u88ab\u5b50\u7fbd\u7ed2\u88ab\u82af\uff0c\u5e26\u89d2\u7247\u7684\u7ed7\u7f1d\u88ab\u5b50\uff0c\u76d2\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u5927\u53f7\uff08\u767d\u8272\uff09", "asin": "B00S1TC442", "price": "20.66 \u7f8e\u5143", "quantity": ""}, {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u53cc\u4eba\u62c9\u7ed2\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u9002\u5408\u513f\u7ae5\u548c\u6210\u4eba\uff0c\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\uff0c\u5305\u62ec 1 \u4e2a\u7fbd\u7ed2\u88ab\u5957\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\u548c 2 \u4e2a\u6795\u5957\uff0c\u65e0\u88ab\u5b50", "asin": "B08CXJCX3H", "price": "16.14\u7f8e\u5143", "quantity": ""} ], "comparison_items": [ {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a\u88ab\u5957\u548c 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u62c9\u94fe\u5f00\u5408\u5e8a\u4e0a\u7528\u54c1\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4\uff0c90 X 90 \u82f1\u5bf8\uff08\u767d\u8272\uff09", "asin": "B00NWPUKMS", "price": "15.99 \u7f8e\u5143"}, {"title": "Utopia Bedding\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a Seer Sucker \u7fbd\u7ed2\u88ab\u5957\uff0c\u5e26 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4 90\"X90\"\uff08\u5927\u53f7\u767d\u8272\uff09\u4e0d\u542b\u88ab\u5b50", "asin": "B0C7C36R29", "price": "16.99 \u7f8e\u5143"}, {"title": "ROYALE LINENS\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u5e8a\u4e0a\u7528\u54c1\u88ab\u5957 - \u62c9\u94fe\u5f00\u5408 - 1 \u4e2a\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957 - \u4e0d\u542b\u88ab\u5b50", "asin": "B0BM31B4DM", "price": "16.99 \u7f8e\u5143"}, {"title": "MUXHOMO\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u53cc\u9762\u82b1\u5349\u7eff\u8272\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\u690d\u7269\u56fe\u6848\u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5e26 4 \u6761\u5e26\u5b50\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\uff0c2 \u4e2a\u6795\u5957", "asin": "B0CL9X4CTT", "price": "19.88 \u7f8e\u5143"}, {"title": "CGK Unlimited\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5 - \u8d85\u67d4\u8f6f\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90 x 90 \u5e26 2 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u3001\u6613\u4e8e\u62a4\u7406\u3001\u4e0d\u892a\u8272\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u3001\u900f\u6c14\u7684\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4JLMJ1", "price": "19.99 \u7f8e\u5143"}, {"title": "RUIKASI\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5927\u53f7\u5e8a\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408", "asin": "B0CWRW9ZZ3", "price": "15.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:29:35.353Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 203, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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3 \\u4ef6\\u5957\\u9884\\u6d17\\u8d85\\u67d4\\u8f6f\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5305\\u62ec 1 \\u4e2a\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957\\u3001\\u4e9a\\u9ebb\\u5e03\\u3001\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B09YM372LR\", \"price\": \"21.59\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"EASELAND \\u56db\\u5b63\\u5927\\u53f7\\u67d4\\u8f6f\\u7ed7\\u7f1d\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u88ab\\u5b50\\u53cc\\u9762\\u7fbd\\u7ed2\\u88ab\\u82af\\u5e26\\u89d2\\u6263\\uff0c\\u51ac\\u5b63\\u590f\\u5b63\\u4fdd\\u6696\\u84ec\\u677e\\uff0c\\u767d\\u8272\\uff0c88x88 \\u82f1\\u5bf8\", \"asin\": \"B07D276DRM\", \"price\": \"39.90 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"BESTOUCH \\u7fbd\\u7ed2\\u88ab\\u5957 100% \\u6c34\\u6d17\\u68c9\\u9ebb\\u8d28\\u611f\\u8d85\\u67d4\\u8f6f\\u8212\\u9002\\u522b\\u81f4\\u8f7b\\u4fbf 3 \\u4ef6\\u5957\\u5bb6\\u5c45\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\u77e2\\u8f66\\u83ca\\u84dd\\u8272\\u5927\\u53f7\\u5e8a\", \"asin\": \"B096VJGR9P\", \"price\": \"64.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Andency \\u767d\\u8272\\u8377\\u53f6\\u8fb9\\u7fbd\\u7ed2\\u88ab\\u5957\\u5927\\u53f7\\uff0890x90 \\u82f1\\u5bf8\\uff09\\uff0c3 \\u4ef6\\u5957\\u67d4\\u8f6f\\u6c34\\u6d17\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u590d\\u53e4\\u7834\\u65e7\\u522b\\u81f4\\u519c\\u820d\\u8377\\u53f6\\u8fb9\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u89d2\\u5e26\", \"asin\": \"B099NMJSB5\", \"price\": \"27.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 3 \\u4ef6\\u5957\\u9884\\u6d17\\u8d85\\u67d4\\u8f6f\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5305\\u62ec 1 \\u4e2a\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957\\uff0c\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B07PCQKTCN\", \"price\": \"17.89\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Dreaming Wapiti \\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u6c34\\u6d17\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u7c89\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u7eaf\\u8272 - \\u67d4\\u8f6f\\u900f\\u6c14\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u89d2\\u5e26\\uff08\\u7c89\\u8272\\u6469\\u5361\\uff0c\\u5927\\u53f7\\uff09\", \"asin\": \"B07KPT9WHQ\", \"price\": \"23.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"BESTOUCH \\u7fbd\\u7ed2\\u88ab\\u5957 100% \\u6c34\\u6d17\\u68c9\\u9ebb\\u8d28\\u611f\\u8d85\\u67d4\\u8f6f\\u8212\\u9002\\u522b\\u81f4\\u8f7b\\u4fbf 3 \\u4ef6\\u5957\\u5bb6\\u5c45\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\u77e2\\u8f66\\u83ca\\u84dd\\u8272\\u5927\\u53f7\\u5e8a\", \"asin\": \"B096VJGR9P\", \"price\": \"64.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Andency \\u767d\\u8272\\u8377\\u53f6\\u8fb9\\u7fbd\\u7ed2\\u88ab\\u5957\\u5927\\u53f7\\uff0890x90 \\u82f1\\u5bf8\\uff09\\uff0c3 \\u4ef6\\u5957\\u67d4\\u8f6f\\u6c34\\u6d17\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u590d\\u53e4\\u7834\\u65e7\\u522b\\u81f4\\u519c\\u820d\\u8377\\u53f6\\u8fb9\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u89d2\\u5e26\", \"asin\": \"B099NMJSB5\", \"price\": \"27.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"\\u53cc\\u4eba\\u5e8a/\\u53cc\\u4eba\\u52a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u8d85\\u67d4\\u8f6f\\u53cc\\u4eba\\u5e8a/\\u53cc\\u4eba\\u52a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 68 x 90 \\u5e26 1 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u9632\\u892a\\u8272\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u900f\\u6c14\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4KGTKD\", \"price\": \"17.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Utopia \\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5b50\\u7fbd\\u7ed2\\u88ab\\u82af\\uff0c\\u5e26\\u89d2\\u7247\\u7684\\u7ed7\\u7f1d\\u88ab\\u5b50\\uff0c\\u76d2\\u7f1d\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u88ab\\u5b50\\u5927\\u53f7\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00S1TC442\", \"price\": \"20.66 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u53cc\\u4eba\\u62c9\\u7ed2\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u9002\\u5408\\u513f\\u7ae5\\u548c\\u6210\\u4eba\\uff0c\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\uff0c\\u5305\\u62ec 1 \\u4e2a\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\u548c 2 \\u4e2a\\u6795\\u5957\\uff0c\\u65e0\\u88ab\\u5b50\", \"asin\": \"B08CXJCX3H\", \"price\": \"16.14\\u7f8e\\u5143\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Utopia \\u5e8a\\u4e0a\\u7528\\u54c1\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a\\u88ab\\u5957\\u548c 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u62c9\\u94fe\\u5f00\\u5408\\u5e8a\\u4e0a\\u7528\\u54c1\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4\\uff0c90 X 90 \\u82f1\\u5bf8\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00NWPUKMS\", \"price\": \"15.99 \\u7f8e\\u5143\"},\n {\"title\": \"Utopia Bedding\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a Seer Sucker \\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u5e26 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4 90\\\"X90\\\"\\uff08\\u5927\\u53f7\\u767d\\u8272\\uff09\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0C7C36R29\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"ROYALE LINENS\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 3 \\u4ef6\\u5957\\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5957 - \\u62c9\\u94fe\\u5f00\\u5408 - 1 \\u4e2a\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957 - \\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0BM31B4DM\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"MUXHOMO\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u53cc\\u9762\\u82b1\\u5349\\u7eff\\u8272\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\u690d\\u7269\\u56fe\\u6848\\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5e26 4 \\u6761\\u5e26\\u5b50\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\uff0c2 \\u4e2a\\u6795\\u5957\", \"asin\": \"B0CL9X4CTT\", \"price\": \"19.88 \\u7f8e\\u5143\"},\n {\"title\": \"CGK Unlimited\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5 - \\u8d85\\u67d4\\u8f6f\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90 x 90 \\u5e26 2 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u3001\\u6613\\u4e8e\\u62a4\\u7406\\u3001\\u4e0d\\u892a\\u8272\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u3001\\u900f\\u6c14\\u7684\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4JLMJ1\", \"price\": \"19.99 \\u7f8e\\u5143\"},\n {\"title\": \"RUIKASI\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5927\\u53f7\\u5e8a\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\", \"asin\": \"B0CWRW9ZZ3\", \"price\": \"15.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:29:35.353Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJDPSF7\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:30:38.111Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:30:38.111Z	click	cart_side_bar	rule	2025-04-08T22:30:38.111Z	train	204	2025-04-08T22:30:38.111Z	click	cart_side_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed comforter" } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set - 3 Pieces Light Grey Soft Luxury Cationic Dyeing Queen Comforter for All Season, Light Gray Breathable Lightweight Fluffy Bedding Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B09KNKS2B6\", \"price\": \"$29.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:30:38.111Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE \\u62b1\\u6795\\u57ab\\u4f18\\u8d28\\u6795\\u5957\\u957f\\u65b9\\u5f62\\u88c5\\u9970\\u9760\\u57ab\\u5e8a\\u6c99\\u53d1\\u6c99\\u53d1 12x20 \\u82f1\\u5bf8\", \"asin\": \"B083LMRXJC\", \"price\": \"8.54\\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"OLLY \\u7537\\u58eb\\u590d\\u5408\\u7ef4\\u751f\\u7d20\\u8f6f\\u7cd6\\uff0c\\u7ef4\\u751f\\u7d20 A\\u3001C\\u3001D\\u3001E\\u3001B\\u3001\\u950c\\uff0c\\u9ed1\\u8393\\u5473\\uff0c45 \\u5929\\u7528\\u91cf - 90 \\u7c92\", \"asin\": \"B01FKP3Q7S\", \"price\": \"11.92 \\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research \\u4e09\\u500d\\u5f3a\\u5ea6 Omega 3 \\u9c7c\\u6cb9 - \\u65e0\\u9eb8\\u8d28\\u9c7c\\u6cb9\\u8865\\u5145\\u5242\\uff0c\\u542b EPA \\u548c DHA \\u8102\\u80aa\\u9178\\uff0c\\u6765\\u81ea\\u5355\\u4e00\\u6765\\u6e90\\u7684\\u91ce\\u751f\\u963f\\u62c9\\u65af\\u52a0\\u9cd5\\u9c7c - 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1 \\u4e2a\\u88ab\\u5957\\u548c 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u62c9\\u94fe\\u5f00\\u5408\\u5e8a\\u4e0a\\u7528\\u54c1\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4\\uff0c90 X 90 \\u82f1\\u5bf8\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00NWPUKMS\", \"price\": \"15.99 \\u7f8e\\u5143\"},\n {\"title\": \"Utopia Bedding\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a Seer Sucker \\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u5e26 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4 90\\\"X90\\\"\\uff08\\u5927\\u53f7\\u767d\\u8272\\uff09\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0C7C36R29\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"ROYALE LINENS\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 3 \\u4ef6\\u5957\\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5957 - \\u62c9\\u94fe\\u5f00\\u5408 - 1 \\u4e2a\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957 - \\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0BM31B4DM\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"MUXHOMO\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u53cc\\u9762\\u82b1\\u5349\\u7eff\\u8272\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\u690d\\u7269\\u56fe\\u6848\\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5e26 4 \\u6761\\u5e26\\u5b50\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\uff0c2 \\u4e2a\\u6795\\u5957\", \"asin\": \"B0CL9X4CTT\", \"price\": \"19.88 \\u7f8e\\u5143\"},\n {\"title\": \"CGK Unlimited\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5 - \\u8d85\\u67d4\\u8f6f\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90 x 90 \\u5e26 2 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u3001\\u6613\\u4e8e\\u62a4\\u7406\\u3001\\u4e0d\\u892a\\u8272\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u3001\\u900f\\u6c14\\u7684\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4JLMJ1\", \"price\": \"19.99 \\u7f8e\\u5143\"},\n {\"title\": \"RUIKASI\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5927\\u53f7\\u5e8a\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\", \"asin\": \"B0CWRW9ZZ3\", \"price\": \"15.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:31:00.146Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:31:00.146Z	click	review	rule	2025-04-08T22:31:00.146Z	train	205	2025-04-08T22:31:00.146Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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3 \u4ef6\u5957\u9884\u6d17\u8d85\u67d4\u8f6f\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5305\u62ec 1 \u4e2a\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957\u3001\u4e9a\u9ebb\u5e03\u3001\u4e0d\u542b\u88ab\u5b50", "asin": "B09YM372LR", "price": "21.59\u7f8e\u5143", "quantity": ""}, {"title": "EASELAND \u56db\u5b63\u5927\u53f7\u67d4\u8f6f\u7ed7\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u53cc\u9762\u7fbd\u7ed2\u88ab\u82af\u5e26\u89d2\u6263\uff0c\u51ac\u5b63\u590f\u5b63\u4fdd\u6696\u84ec\u677e\uff0c\u767d\u8272\uff0c88x88 \u82f1\u5bf8", "asin": "B07D276DRM", "price": "39.90 \u7f8e\u5143", "quantity": ""}, {"title": "BESTOUCH \u7fbd\u7ed2\u88ab\u5957 100% \u6c34\u6d17\u68c9\u9ebb\u8d28\u611f\u8d85\u67d4\u8f6f\u8212\u9002\u522b\u81f4\u8f7b\u4fbf 3 \u4ef6\u5957\u5bb6\u5c45\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\u77e2\u8f66\u83ca\u84dd\u8272\u5927\u53f7\u5e8a", "asin": "B096VJGR9P", "price": "64.99 \u7f8e\u5143", "quantity": ""}, {"title": "Andency \u767d\u8272\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5927\u53f7\uff0890x90 \u82f1\u5bf8\uff09\uff0c3 \u4ef6\u5957\u67d4\u8f6f\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u590d\u53e4\u7834\u65e7\u522b\u81f4\u519c\u820d\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26", "asin": "B099NMJSB5", "price": "27.99 \u7f8e\u5143", "quantity": ""}, {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u9884\u6d17\u8d85\u67d4\u8f6f\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5305\u62ec 1 \u4e2a\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957\uff0c\u4e0d\u542b\u88ab\u5b50", "asin": "B07PCQKTCN", "price": "17.89\u7f8e\u5143", "quantity": ""}, {"title": "Dreaming Wapiti \u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u7c89\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u7eaf\u8272 - \u67d4\u8f6f\u900f\u6c14\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26\uff08\u7c89\u8272\u6469\u5361\uff0c\u5927\u53f7\uff09", "asin": "B07KPT9WHQ", "price": "23.99 \u7f8e\u5143", "quantity": ""}, {"title": "BESTOUCH \u7fbd\u7ed2\u88ab\u5957 100% \u6c34\u6d17\u68c9\u9ebb\u8d28\u611f\u8d85\u67d4\u8f6f\u8212\u9002\u522b\u81f4\u8f7b\u4fbf 3 \u4ef6\u5957\u5bb6\u5c45\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\u77e2\u8f66\u83ca\u84dd\u8272\u5927\u53f7\u5e8a", "asin": "B096VJGR9P", "price": "64.99 \u7f8e\u5143", "quantity": ""}, {"title": "Andency \u767d\u8272\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5927\u53f7\uff0890x90 \u82f1\u5bf8\uff09\uff0c3 \u4ef6\u5957\u67d4\u8f6f\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u590d\u53e4\u7834\u65e7\u522b\u81f4\u519c\u820d\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26", "asin": "B099NMJSB5", "price": "27.99 \u7f8e\u5143", "quantity": ""}, {"title": "\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u8d85\u67d4\u8f6f\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 68 x 90 \u5e26 1 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u9632\u892a\u8272\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u900f\u6c14\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4KGTKD", "price": "17.99 \u7f8e\u5143", "quantity": ""}, {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u88ab\u5b50\u7fbd\u7ed2\u88ab\u82af\uff0c\u5e26\u89d2\u7247\u7684\u7ed7\u7f1d\u88ab\u5b50\uff0c\u76d2\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u5927\u53f7\uff08\u767d\u8272\uff09", "asin": "B00S1TC442", "price": "20.66 \u7f8e\u5143", "quantity": ""}, {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u53cc\u4eba\u62c9\u7ed2\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u9002\u5408\u513f\u7ae5\u548c\u6210\u4eba\uff0c\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\uff0c\u5305\u62ec 1 \u4e2a\u7fbd\u7ed2\u88ab\u5957\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\u548c 2 \u4e2a\u6795\u5957\uff0c\u65e0\u88ab\u5b50", "asin": "B08CXJCX3H", "price": "16.14\u7f8e\u5143", "quantity": ""} ], "comparison_items": [ {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a\u88ab\u5957\u548c 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u62c9\u94fe\u5f00\u5408\u5e8a\u4e0a\u7528\u54c1\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4\uff0c90 X 90 \u82f1\u5bf8\uff08\u767d\u8272\uff09", "asin": "B00NWPUKMS", "price": "15.99 \u7f8e\u5143"}, {"title": "Utopia Bedding\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a Seer Sucker \u7fbd\u7ed2\u88ab\u5957\uff0c\u5e26 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4 90\"X90\"\uff08\u5927\u53f7\u767d\u8272\uff09\u4e0d\u542b\u88ab\u5b50", "asin": "B0C7C36R29", "price": "16.99 \u7f8e\u5143"}, {"title": "ROYALE LINENS\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u5e8a\u4e0a\u7528\u54c1\u88ab\u5957 - \u62c9\u94fe\u5f00\u5408 - 1 \u4e2a\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957 - \u4e0d\u542b\u88ab\u5b50", "asin": "B0BM31B4DM", "price": "16.99 \u7f8e\u5143"}, {"title": "MUXHOMO\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u53cc\u9762\u82b1\u5349\u7eff\u8272\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\u690d\u7269\u56fe\u6848\u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5e26 4 \u6761\u5e26\u5b50\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\uff0c2 \u4e2a\u6795\u5957", "asin": "B0CL9X4CTT", "price": "19.88 \u7f8e\u5143"}, {"title": "CGK Unlimited\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5 - \u8d85\u67d4\u8f6f\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90 x 90 \u5e26 2 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u3001\u6613\u4e8e\u62a4\u7406\u3001\u4e0d\u892a\u8272\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u3001\u900f\u6c14\u7684\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4JLMJ1", "price": "19.99 \u7f8e\u5143"}, {"title": "RUIKASI\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5927\u53f7\u5e8a\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408", "asin": "B0CWRW9ZZ3", "price": "15.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:31:00.146Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 205, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE \\u62b1\\u6795\\u57ab\\u4f18\\u8d28\\u6795\\u5957\\u957f\\u65b9\\u5f62\\u88c5\\u9970\\u9760\\u57ab\\u5e8a\\u6c99\\u53d1\\u6c99\\u53d1 12x20 \\u82f1\\u5bf8\", \"asin\": \"B083LMRXJC\", \"price\": \"8.54\\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"OLLY \\u7537\\u58eb\\u590d\\u5408\\u7ef4\\u751f\\u7d20\\u8f6f\\u7cd6\\uff0c\\u7ef4\\u751f\\u7d20 A\\u3001C\\u3001D\\u3001E\\u3001B\\u3001\\u950c\\uff0c\\u9ed1\\u8393\\u5473\\uff0c45 \\u5929\\u7528\\u91cf - 90 \\u7c92\", \"asin\": \"B01FKP3Q7S\", \"price\": \"11.92 \\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research \\u4e09\\u500d\\u5f3a\\u5ea6 Omega 3 \\u9c7c\\u6cb9 - \\u65e0\\u9eb8\\u8d28\\u9c7c\\u6cb9\\u8865\\u5145\\u5242\\uff0c\\u542b EPA \\u548c DHA \\u8102\\u80aa\\u9178\\uff0c\\u6765\\u81ea\\u5355\\u4e00\\u6765\\u6e90\\u7684\\u91ce\\u751f\\u963f\\u62c9\\u65af\\u52a0\\u9cd5\\u9c7c - 1250 \\u6beb\\u514b\\uff0c90 \\u7c92\", \"asin\": \"B07DX89ZHN\", \"price\": \"24.26\\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals \\u6709\\u673a\\u751c\\u83dc\\u6839\\u7c89\\uff0c\\u9002\\u7528\\u4e8e\\u51b0\\u6c99\\u548c\\u679c\\u6c41\\u3002\\u5929\\u7136\\u8d85\\u7ea7\\u98df\\u54c1\\u548c\\u5929\\u7136\\u7ea2\\u8272\\u98df\\u7528\\u8272\\u7d20\\uff088 \\u76ce\\u53f8\\uff0c\\u975e\\u8f6c\\u57fa\\u56e0\\uff0c\\u6ce5\\u571f\\u5473\\uff09\", \"asin\": \"B0BGMGN7H4\", \"price\": \"9.99 \\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics \\u77f3\\u69b4\\u7c89\\uff0c8 \\u76ce\\u53f8\\u888b\\u88c5\\uff0c45 \\u4efd \\u2014 \\u6709\\u673a\\u3001\\u975e\\u8f6c\\u57fa\\u56e0\\u3001\\u51bb\\u5e72\\u3001\\u65e0\\u9eb8\\u8d28\", \"asin\": \"B001TNW23U\", \"price\": \"15.19\\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics \\u5df4\\u897f\\u8393\\u7c89\\uff0c8 \\u76ce\\u53f8\\u888b\\u88c5\\uff0c76 \\u4efd \\u2014 \\u6709\\u673a\\u3001\\u975e\\u8f6c\\u57fa\\u56e0\\u3001\\u51bb\\u5e72\\u3001\\u65e0\\u9eb8\\u8d28\", \"asin\": \"B001CGX3ZK\", \"price\": \"23.68 \\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools \\u5e72\\u6027\\u8eab\\u4f53\\u5237\\uff0c\\u65e0\\u52a8\\u7269\\u5b9e\\u9a8c\\u5237\\u6bdb\\uff0c\\u53ef\\u53bb\\u9664\\u89d2\\u8d28\\u5e76\\u629a\\u5e73\\u808c\\u80a4\\uff0c\\u5e72\\u5237\\u53ef\\u53bb\\u9664\\u5e72\\u71e5\\u76ae\\u80a4\\uff0c\\u6709\\u52a9\\u4e8e\\u6539\\u5584\\u8840\\u6db2\\u5faa\\u73af\\u548c\\u80a4\\u8272\\uff0c\\u73af\\u4fdd\\u62a4\\u80a4\\u5de5\\u5177\\uff0c\\u7eaf\\u7d20\\uff0c1 \\u652f\", \"asin\": \"B016RFJDL8\", \"price\": \"5.99 \\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Almooni \\u5929\\u7136\\u4e1d\\u74dc\\u53bb\\u89d2\\u8d28\\u8eab\\u4f53\\u78e8\\u7802\\u818f\\uff0c\\u91c7\\u7528\\u5929\\u7136\\u57c3\\u53ca\\u6c90\\u6d74\\u4e1d\\u74dc\\u7edc\\u6d77\\u7ef5\\u5236\\u6210\\uff0c\\u7537\\u5973\\u7686\\u5b9c\\u7684\\u6c90\\u6d74\\u4e1d\\u74dc\\u7edc\\u6d77\\u7ef5\\uff0c\\u53ef\\u7528\\u4e8e\\u9762\\u90e8\\u548c\\u8eab\\u4f53\\uff0c\\u8ba9\\u60a8\\u6e05\\u6d01 - 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1 \\u4e2a\\u88ab\\u5957\\u548c 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u62c9\\u94fe\\u5f00\\u5408\\u5e8a\\u4e0a\\u7528\\u54c1\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4\\uff0c90 X 90 \\u82f1\\u5bf8\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00NWPUKMS\", \"price\": \"15.99 \\u7f8e\\u5143\"},\n {\"title\": \"Utopia Bedding\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a Seer Sucker \\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u5e26 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4 90\\\"X90\\\"\\uff08\\u5927\\u53f7\\u767d\\u8272\\uff09\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0C7C36R29\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"ROYALE LINENS\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 3 \\u4ef6\\u5957\\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5957 - \\u62c9\\u94fe\\u5f00\\u5408 - 1 \\u4e2a\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957 - \\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0BM31B4DM\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"MUXHOMO\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u53cc\\u9762\\u82b1\\u5349\\u7eff\\u8272\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\u690d\\u7269\\u56fe\\u6848\\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5e26 4 \\u6761\\u5e26\\u5b50\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\uff0c2 \\u4e2a\\u6795\\u5957\", \"asin\": \"B0CL9X4CTT\", \"price\": \"19.88 \\u7f8e\\u5143\"},\n {\"title\": \"CGK Unlimited\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5 - \\u8d85\\u67d4\\u8f6f\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90 x 90 \\u5e26 2 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u3001\\u6613\\u4e8e\\u62a4\\u7406\\u3001\\u4e0d\\u892a\\u8272\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u3001\\u900f\\u6c14\\u7684\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4JLMJ1\", \"price\": \"19.99 \\u7f8e\\u5143\"},\n {\"title\": \"RUIKASI\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5927\\u53f7\\u5e8a\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\", \"asin\": \"B0CWRW9ZZ3\", \"price\": \"15.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:31:00.146Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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3 \\u4ef6\\u5957\\u9884\\u6d17\\u8d85\\u67d4\\u8f6f\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5305\\u62ec 1 \\u4e2a\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957\\uff0c\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B07PCQKTCN\", \"price\": \"17.89\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Dreaming Wapiti \\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u6c34\\u6d17\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u7c89\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u7eaf\\u8272 - \\u67d4\\u8f6f\\u900f\\u6c14\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u89d2\\u5e26\\uff08\\u7c89\\u8272\\u6469\\u5361\\uff0c\\u5927\\u53f7\\uff09\", \"asin\": \"B07KPT9WHQ\", \"price\": \"23.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"BESTOUCH \\u7fbd\\u7ed2\\u88ab\\u5957 100% \\u6c34\\u6d17\\u68c9\\u9ebb\\u8d28\\u611f\\u8d85\\u67d4\\u8f6f\\u8212\\u9002\\u522b\\u81f4\\u8f7b\\u4fbf 3 \\u4ef6\\u5957\\u5bb6\\u5c45\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\u77e2\\u8f66\\u83ca\\u84dd\\u8272\\u5927\\u53f7\\u5e8a\", \"asin\": \"B096VJGR9P\", \"price\": \"64.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Andency \\u767d\\u8272\\u8377\\u53f6\\u8fb9\\u7fbd\\u7ed2\\u88ab\\u5957\\u5927\\u53f7\\uff0890x90 \\u82f1\\u5bf8\\uff09\\uff0c3 \\u4ef6\\u5957\\u67d4\\u8f6f\\u6c34\\u6d17\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u590d\\u53e4\\u7834\\u65e7\\u522b\\u81f4\\u519c\\u820d\\u8377\\u53f6\\u8fb9\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u89d2\\u5e26\", \"asin\": \"B099NMJSB5\", \"price\": \"27.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"\\u53cc\\u4eba\\u5e8a/\\u53cc\\u4eba\\u52a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u8d85\\u67d4\\u8f6f\\u53cc\\u4eba\\u5e8a/\\u53cc\\u4eba\\u52a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 68 x 90 \\u5e26 1 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u9632\\u892a\\u8272\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u900f\\u6c14\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4KGTKD\", \"price\": \"17.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Utopia \\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5b50\\u7fbd\\u7ed2\\u88ab\\u82af\\uff0c\\u5e26\\u89d2\\u7247\\u7684\\u7ed7\\u7f1d\\u88ab\\u5b50\\uff0c\\u76d2\\u7f1d\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u88ab\\u5b50\\u5927\\u53f7\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00S1TC442\", \"price\": \"20.66 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u53cc\\u4eba\\u62c9\\u7ed2\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u9002\\u5408\\u513f\\u7ae5\\u548c\\u6210\\u4eba\\uff0c\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\uff0c\\u5305\\u62ec 1 \\u4e2a\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\u548c 2 \\u4e2a\\u6795\\u5957\\uff0c\\u65e0\\u88ab\\u5b50\", \"asin\": \"B08CXJCX3H\", \"price\": \"16.14\\u7f8e\\u5143\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Utopia \\u5e8a\\u4e0a\\u7528\\u54c1\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a\\u88ab\\u5957\\u548c 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u62c9\\u94fe\\u5f00\\u5408\\u5e8a\\u4e0a\\u7528\\u54c1\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4\\uff0c90 X 90 \\u82f1\\u5bf8\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B00NWPUKMS\", \"price\": \"15.99 \\u7f8e\\u5143\"},\n {\"title\": \"Utopia Bedding\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 1 \\u4e2a Seer Sucker \\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u5e26 2 \\u4e2a\\u6795\\u5957 - 3 \\u4ef6\\u5957\\u5e26\\u62c9\\u94fe\\u5c01\\u53e3\\u7684\\u88ab\\u5957 - \\u67d4\\u8f6f\\u62c9\\u7ed2\\u8d85\\u7ec6\\u7ea4\\u7ef4 90\\\"X90\\\"\\uff08\\u5927\\u53f7\\u767d\\u8272\\uff09\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0C7C36R29\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"ROYALE LINENS\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - 3 \\u4ef6\\u5957\\u5e8a\\u4e0a\\u7528\\u54c1\\u88ab\\u5957 - \\u62c9\\u94fe\\u5f00\\u5408 - 1 \\u4e2a\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90x90 \\u82f1\\u5bf8\\u548c 2 \\u4e2a\\u6795\\u5957 - \\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0BM31B4DM\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"MUXHOMO\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u53cc\\u9762\\u82b1\\u5349\\u7eff\\u8272\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\u690d\\u7269\\u56fe\\u6848\\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5e26 4 \\u6761\\u5e26\\u5b50\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\uff0c2 \\u4e2a\\u6795\\u5957\", \"asin\": \"B0CL9X4CTT\", \"price\": \"19.88 \\u7f8e\\u5143\"},\n {\"title\": \"CGK Unlimited\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5 - \\u8d85\\u67d4\\u8f6f\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90 x 90 \\u5e26 2 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u3001\\u6613\\u4e8e\\u62a4\\u7406\\u3001\\u4e0d\\u892a\\u8272\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u3001\\u900f\\u6c14\\u7684\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4JLMJ1\", \"price\": \"19.99 \\u7f8e\\u5143\"},\n {\"title\": \"RUIKASI\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5927\\u53f7\\u5e8a\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\", \"asin\": \"B0CWRW9ZZ3\", \"price\": \"15.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:31:35.137Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:31:35.137Z	click	product_option	rule	2025-04-08T22:31:35.137Z	train	206	2025-04-08T22:31:35.137Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed comforter" } ], "cart_items": [ {"title": "MIULEE \u62b1\u6795\u57ab\u4f18\u8d28\u6795\u5957\u957f\u65b9\u5f62\u88c5\u9970\u9760\u57ab\u5e8a\u6c99\u53d1\u6c99\u53d1 12x20 \u82f1\u5bf8", "asin": "B083LMRXJC", "price": "8.54\u7f8e\u5143", "quantity": "1"}, {"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"}, {"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"}, {"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"}, {"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"}, {"title": "Navitas Organics \u5df4\u897f\u8393\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c76 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001CGX3ZK", "price": "23.68 \u7f8e\u5143", "quantity": "1"}, {"title": "EcoTools \u5e72\u6027\u8eab\u4f53\u5237\uff0c\u65e0\u52a8\u7269\u5b9e\u9a8c\u5237\u6bdb\uff0c\u53ef\u53bb\u9664\u89d2\u8d28\u5e76\u629a\u5e73\u808c\u80a4\uff0c\u5e72\u5237\u53ef\u53bb\u9664\u5e72\u71e5\u76ae\u80a4\uff0c\u6709\u52a9\u4e8e\u6539\u5584\u8840\u6db2\u5faa\u73af\u548c\u80a4\u8272\uff0c\u73af\u4fdd\u62a4\u80a4\u5de5\u5177\uff0c\u7eaf\u7d20\uff0c1 \u652f", "asin": "B016RFJDL8", "price": "5.99 \u7f8e\u5143", "quantity": "1"}, {"title": "Almooni \u5929\u7136\u4e1d\u74dc\u53bb\u89d2\u8d28\u8eab\u4f53\u78e8\u7802\u818f\uff0c\u91c7\u7528\u5929\u7136\u57c3\u53ca\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\u5236\u6210\uff0c\u7537\u5973\u7686\u5b9c\u7684\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\uff0c\u53ef\u7528\u4e8e\u9762\u90e8\u548c\u8eab\u4f53\uff0c\u8ba9\u60a8\u6e05\u6d01 - 2 \u4e2a\uff081 \u5305\uff09", "asin": "B07Q3MZMDL", "price": "9.99 \u7f8e\u5143", "quantity": "1"}, {"title": "Dawn Platinum Powerwash \u6d17\u7897\u55b7\u96fe\uff0c\u6d17\u7897\u7682\uff0c\u82f9\u679c\u9999\u5473\uff0c16 \u76ce\u53f8", "asin": "B09NF696CR", "price": "4.94 \u7f8e\u5143", "quantity": "1"}, {"title": "Lysol \u591a\u529f\u80fd\u6e05\u6d01\u55b7\u96fe\uff0c\u591a\u7528\u9014\u6d88\u6bd2\u55b7\u96fe\uff0c\u53a8\u623f\u548c\u6d74\u5ba4\u6e05\u6d01\u5242\uff0c\u8292\u679c\u548c\u8299\u84c9\u9999\u5473\uff0c32 \u6db2\u91cf\u76ce\u53f8", "asin": "B07RHTQP68", "price": "3.97 \u7f8e\u5143", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra \u6d17\u7897\u7682\uff0c\u6d17\u7897\u6db2\uff0c\u539f\u88c5\uff0c\u6d17\u7897\u7682\u8865\u5145\u88c5\uff0c22 \u6db2\u91cf\u76ce\u53f8", "asin": "B09NF7RLYH", "price": "3.94 \u7f8e\u5143", "quantity": "1"}, {"title": "Nate's Organic 100% \u7eaf\u5929\u7136\u672a\u8fc7\u6ee4\u8702\u871c - \u7f8e\u56fd\u519c\u4e1a\u90e8\u8ba4\u8bc1\u6709\u673a - 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\u8d85\u67d4\u8f6f\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 68 x 90 \u5e26 1 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u9632\u892a\u8272\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u900f\u6c14\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4KGTKD", "price": "17.99 \u7f8e\u5143", "quantity": ""}, {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u88ab\u5b50\u7fbd\u7ed2\u88ab\u82af\uff0c\u5e26\u89d2\u7247\u7684\u7ed7\u7f1d\u88ab\u5b50\uff0c\u76d2\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u5927\u53f7\uff08\u767d\u8272\uff09", "asin": "B00S1TC442", "price": "20.66 \u7f8e\u5143", "quantity": ""}, {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u53cc\u4eba\u62c9\u7ed2\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u9002\u5408\u513f\u7ae5\u548c\u6210\u4eba\uff0c\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\uff0c\u5305\u62ec 1 \u4e2a\u7fbd\u7ed2\u88ab\u5957\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\u548c 2 \u4e2a\u6795\u5957\uff0c\u65e0\u88ab\u5b50", "asin": "B08CXJCX3H", "price": "16.14\u7f8e\u5143", "quantity": ""} ], "comparison_items": [ {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a\u88ab\u5957\u548c 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u62c9\u94fe\u5f00\u5408\u5e8a\u4e0a\u7528\u54c1\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4\uff0c90 X 90 \u82f1\u5bf8\uff08\u767d\u8272\uff09", "asin": "B00NWPUKMS", "price": "15.99 \u7f8e\u5143"}, {"title": "Utopia Bedding\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a Seer Sucker \u7fbd\u7ed2\u88ab\u5957\uff0c\u5e26 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4 90\"X90\"\uff08\u5927\u53f7\u767d\u8272\uff09\u4e0d\u542b\u88ab\u5b50", "asin": "B0C7C36R29", "price": "16.99 \u7f8e\u5143"}, {"title": "ROYALE LINENS\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u5e8a\u4e0a\u7528\u54c1\u88ab\u5957 - \u62c9\u94fe\u5f00\u5408 - 1 \u4e2a\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957 - \u4e0d\u542b\u88ab\u5b50", "asin": "B0BM31B4DM", "price": "16.99 \u7f8e\u5143"}, {"title": "MUXHOMO\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u53cc\u9762\u82b1\u5349\u7eff\u8272\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\u690d\u7269\u56fe\u6848\u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5e26 4 \u6761\u5e26\u5b50\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\uff0c2 \u4e2a\u6795\u5957", "asin": "B0CL9X4CTT", "price": "19.88 \u7f8e\u5143"}, {"title": "CGK Unlimited\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5 - \u8d85\u67d4\u8f6f\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90 x 90 \u5e26 2 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u3001\u6613\u4e8e\u62a4\u7406\u3001\u4e0d\u892a\u8272\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u3001\u900f\u6c14\u7684\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4JLMJ1", "price": "19.99 \u7f8e\u5143"}, {"title": "RUIKASI\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5927\u53f7\u5e8a\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408", "asin": "B0CWRW9ZZ3", "price": "15.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:31:35.137Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 206, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE \\u62b1\\u6795\\u57ab\\u4f18\\u8d28\\u6795\\u5957\\u957f\\u65b9\\u5f62\\u88c5\\u9970\\u9760\\u57ab\\u5e8a\\u6c99\\u53d1\\u6c99\\u53d1 12x20 \\u82f1\\u5bf8\", \"asin\": \"B083LMRXJC\", \"price\": \"8.54\\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"OLLY \\u7537\\u58eb\\u590d\\u5408\\u7ef4\\u751f\\u7d20\\u8f6f\\u7cd6\\uff0c\\u7ef4\\u751f\\u7d20 A\\u3001C\\u3001D\\u3001E\\u3001B\\u3001\\u950c\\uff0c\\u9ed1\\u8393\\u5473\\uff0c45 \\u5929\\u7528\\u91cf - 90 \\u7c92\", \"asin\": \"B01FKP3Q7S\", \"price\": \"11.92 \\u7f8e\\u5143\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research \\u4e09\\u500d\\u5f3a\\u5ea6 Omega 3 \\u9c7c\\u6cb9 - \\u65e0\\u9eb8\\u8d28\\u9c7c\\u6cb9\\u8865\\u5145\\u5242\\uff0c\\u542b EPA \\u548c DHA \\u8102\\u80aa\\u9178\\uff0c\\u6765\\u81ea\\u5355\\u4e00\\u6765\\u6e90\\u7684\\u91ce\\u751f\\u963f\\u62c9\\u65af\\u52a0\\u9cd5\\u9c7c - 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\\u4e0d\\u542b\\u88ab\\u5b50\", \"asin\": \"B0BM31B4DM\", \"price\": \"16.99 \\u7f8e\\u5143\"},\n {\"title\": \"MUXHOMO\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\uff0c\\u53cc\\u9762\\u82b1\\u5349\\u7eff\\u8272\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\\uff0c3 \\u4ef6\\u5957\\u690d\\u7269\\u56fe\\u6848\\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff0c\\u5e26 4 \\u6761\\u5e26\\u5b50\\uff0890 \\u82f1\\u5bf8 x 90 \\u82f1\\u5bf8\\uff09\\uff0c2 \\u4e2a\\u6795\\u5957\", \"asin\": \"B0CL9X4CTT\", \"price\": \"19.88 \\u7f8e\\u5143\"},\n {\"title\": \"CGK Unlimited\\u00a0\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5 - \\u8d85\\u67d4\\u8f6f\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 90 x 90 \\u5e26 2 \\u4e2a\\u6795\\u5957 - \\u9152\\u5e97\\u5962\\u534e\\u3001\\u6613\\u4e8e\\u62a4\\u7406\\u3001\\u4e0d\\u892a\\u8272\\uff0c\\u914d\\u6709\\u62c9\\u94fe\\u5f00\\u5408\\u548c\\u7cfb\\u5e26 - \\u8212\\u9002\\u3001\\u900f\\u6c14\\u7684\\u5e8a\\u4e0a\\u7528\\u54c1\\u5957\\u88c5\\uff08\\u767d\\u8272\\uff09\", \"asin\": \"B0CV4JLMJ1\", \"price\": \"19.99 \\u7f8e\\u5143\"},\n {\"title\": \"RUIKASI\\u00a0\\u767d\\u8272\\u5927\\u53f7\\u7fbd\\u7ed2\\u88ab\\u5957 - \\u67d4\\u8f6f\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u5927\\u53f7\\u5e8a\\u7fbd\\u7ed2\\u88ab\\u5957\\u5957\\u88c5\\uff0c\\u5e26\\u62c9\\u94fe\\u5f00\\u5408\", \"asin\": \"B0CWRW9ZZ3\", \"price\": \"15.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:31:35.137Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\", \"asin\": \"B00EINBSEW\", \"price\": \"$81.00\", \"quantity\": \"\"},\n {\"title\": \"VVZ Shredded Memory Foam Pillows, Luxury Hotel Cooling Gel Bed Pillows for Sleeping 2 Pack Queen Size 20 x 30 Inches, Set of 2, Adjustable Loft Pillow for Side and Back Sleepers\", \"asin\": \"B09FPJBLNN\", \"price\": \"$33.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\",\n \"asin\": \"B00EINBSEW\"\n},\n {\n \"title\": \"Coop Home Goods Eden Bed Pillow Queen Size for Sleeping on Back, Stomach and Side Sleeper- Medium Soft Memory Foam Cooling Gel - CertiPUR-US/GREENGUARD Gold\",\n \"asin\": \"B01LYU7V4S\"\n},\n {\n \"title\": \"Coop Home Goods Original Adjustable Body Pillow, 20x54 Long Pillow for Back, Shoulder, Hip and Knee Support, Side Sleeper Body Pillows for Adults with Memory Foam & Washable Cover\",\n \"asin\": \"B00OKY8BOY\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Amazon Basics Down Alternative Bed Pillows, Medium Density For Back and Side Sleepers, King, 2-Pack, White, 36 in L x 20 in W\", \"asin\": \"B0835CCC4V\", \"price\": \"$27.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White\", \"asin\": \"B09V2H9LCV\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics Down Alternative Pillow for Back Side Sleepers, Medium Density, Standard Size, 26\\\" x 20\\\", 2-Pack, White\", \"asin\": \"B0835CHHZV\", \"price\": \"$19.63\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Pain Relief Cooling Pillow for Neck Support, Adjustable Cervical Pillow Cozy Sleeping, Odorless Ergonomic Contour Memory Foam Pillows, Orthopedic Bed Pillow for Side Back Stomach Sleeper\", \"asin\": \"B0C1GQ54QD\", \"price\": \"$39.98\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cozyplayer True Cooling Cervical Neck Pillow for Pain Relief, Ergonomic Side Sleeper Pillow for Neck Support, Odorless Orthopedic Contour Memory Foam Pillows, Bed Pillow for Back Stomach Sleeper\", \"asin\": \"B0DP8SPTLC\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sleep Doctor Approved Cervical Neck Pillow for Sleeping, Ergonomic Contour Side Sleeper Pillows for Adults, Cooling Orthopedic Pillow for Pain Relief Support, Memory Foam Pillows Back Stomach Sleepers\", \"asin\": \"B0DHXZLWB7\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Osteo Cervical Pillow for Neck Pain Relief, Hollow Design Odorless Memory Foam Pillows with Cooling Case, Adjustable Orthopedic Bed Pillow for Sleeping, Support for Side Back Sleepers\", \"asin\": \"B09964WTF5\", \"price\": \"$44.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\", \"asin\": \"B00EINBSEW\", \"price\": \"$81.00\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Queen Size Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B06W527QY7\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"DreamyBlue Signature Pillow w/Adjustable Loft \\u2022 Shredded Memory Foam Fill \\u2022 Neutral Alignment for Side, Back, and Stomach Sleepers \\u2022 Washable Bamboo Rayon Cover \\u2022 CertiPUR-US Certified Foam (Queen)\", \"asin\": \"B09ZKFK4JD\", \"price\": \"$52.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:03.105Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:33:03.105Z	input	pillow 1	rule	2025-04-08T22:33:03.105Z	train	207	2025-04-08T22:33:03.105Z	input	pillow 1	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "B071DFDF9N", "price": "$18.48", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White", "asin": "B09V2H9LCV", "price": "$19.18", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\"X28\"", "asin": "B0D7Q9FRHF", "price": "$28.80", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CHJDDBLJ", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow", "asin": "B07N7GDB6Q", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable", "asin": "B07CSLRPKC", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover", "asin": "B07TMKXZQT", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM", "asin": "B09XJVH69S", "price": "$21.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1", "asin": "B0BFRH42QJ", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Amazon Basics Down Alternative Pillow for Back Side Sleepers, Medium Density, Standard Size, 26\" x 20\", 2-Pack, White", "asin": "B0835CHHZV", "price": "$19.63", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Ultra Pain Relief Cooling Pillow for Neck Support, Adjustable Cervical Pillow Cozy Sleeping, Odorless Ergonomic Contour Memory Foam Pillows, Orthopedic Bed Pillow for Side Back Stomach Sleeper", "asin": "B0C1GQ54QD", "price": "$39.98", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.", "asin": "B0CJ2FJH11", "price": "$30.59", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Cozyplayer True Cooling Cervical Neck Pillow for Pain Relief, Ergonomic Side Sleeper Pillow for Neck Support, Odorless Orthopedic Contour Memory Foam Pillows, Bed Pillow for Back Stomach Sleeper", "asin": "B0DP8SPTLC", "price": "$33.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sleep Doctor Approved Cervical Neck Pillow for Sleeping, Ergonomic Contour Side Sleeper Pillows for Adults, Cooling Orthopedic Pillow for Pain Relief Support, Memory Foam Pillows Back Stomach Sleepers", "asin": "B0DHXZLWB7", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Osteo Cervical Pillow for Neck Pain Relief, Hollow Design Odorless Memory Foam Pillows with Cooling Case, Adjustable Orthopedic Bed Pillow for Sleeping, Support for Side Back Sleepers", "asin": "B09964WTF5", "price": "$44.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold", "asin": "B00EINBSEW", "price": "$81.00", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers", "asin": "B0CVV3X99Z", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Queen Size Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B06W527QY7", "price": "$23.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "DreamyBlue Signature Pillow w/Adjustable Loft \u2022 Shredded Memory Foam Fill \u2022 Neutral Alignment for Side, Back, and Stomach Sleepers \u2022 Washable Bamboo Rayon Cover \u2022 CertiPUR-US Certified Foam (Queen)", "asin": "B09ZKFK4JD", "price": "$52.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:33:03.105Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>pillow 1 </answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>pillow 1 </answer_argument>", "index": 207, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics Down Alternative Pillow for Back Side Sleepers, Medium Density, Standard Size, 26\\\" x 20\\\", 2-Pack, White\", \"asin\": \"B0835CHHZV\", \"price\": \"$19.63\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Pain Relief Cooling Pillow for Neck Support, Adjustable Cervical Pillow Cozy Sleeping, Odorless Ergonomic Contour Memory Foam Pillows, Orthopedic Bed Pillow for Side Back Stomach Sleeper\", \"asin\": \"B0C1GQ54QD\", \"price\": \"$39.98\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cozyplayer True Cooling Cervical Neck Pillow for Pain Relief, Ergonomic Side Sleeper Pillow for Neck Support, Odorless Orthopedic Contour Memory Foam Pillows, Bed Pillow for Back Stomach Sleeper\", \"asin\": \"B0DP8SPTLC\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sleep Doctor Approved Cervical Neck Pillow for Sleeping, Ergonomic Contour Side Sleeper Pillows for Adults, Cooling Orthopedic Pillow for Pain Relief Support, Memory Foam Pillows Back Stomach Sleepers\", \"asin\": \"B0DHXZLWB7\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Osteo Cervical Pillow for Neck Pain Relief, Hollow Design Odorless Memory Foam Pillows with Cooling Case, Adjustable Orthopedic Bed Pillow for Sleeping, Support for Side Back Sleepers\", \"asin\": \"B09964WTF5\", \"price\": \"$44.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\", \"asin\": \"B00EINBSEW\", \"price\": \"$81.00\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Queen Size Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B06W527QY7\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"DreamyBlue Signature Pillow w/Adjustable Loft \\u2022 Shredded Memory Foam Fill \\u2022 Neutral Alignment for Side, Back, and Stomach Sleepers \\u2022 Washable Bamboo Rayon Cover \\u2022 CertiPUR-US Certified Foam (Queen)\", \"asin\": \"B09ZKFK4JD\", \"price\": \"$52.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:03.105Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"pillow 1 \"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics Down Alternative Pillow for Back Side Sleepers, Medium Density, Standard Size, 26\\\" x 20\\\", 2-Pack, White\", \"asin\": \"B0835CHHZV\", \"price\": \"$19.63\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Pain Relief Cooling Pillow for Neck Support, Adjustable Cervical Pillow Cozy Sleeping, Odorless Ergonomic Contour Memory Foam Pillows, Orthopedic Bed Pillow for Side Back Stomach Sleeper\", \"asin\": \"B0C1GQ54QD\", \"price\": \"$39.98\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cozyplayer True Cooling Cervical Neck Pillow for Pain Relief, Ergonomic Side Sleeper Pillow for Neck Support, Odorless Orthopedic Contour Memory Foam Pillows, Bed Pillow for Back Stomach Sleeper\", \"asin\": \"B0DP8SPTLC\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sleep Doctor Approved Cervical Neck Pillow for Sleeping, Ergonomic Contour Side Sleeper Pillows for Adults, Cooling Orthopedic Pillow for Pain Relief Support, Memory Foam Pillows Back Stomach Sleepers\", \"asin\": \"B0DHXZLWB7\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Osteo Cervical Pillow for Neck Pain Relief, Hollow Design Odorless Memory Foam Pillows with Cooling Case, Adjustable Orthopedic Bed Pillow for Sleeping, Support for Side Back Sleepers\", \"asin\": \"B09964WTF5\", \"price\": \"$44.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\", \"asin\": \"B00EINBSEW\", \"price\": \"$81.00\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Queen Size Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B06W527QY7\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"DreamyBlue Signature Pillow w/Adjustable Loft \\u2022 Shredded Memory Foam Fill \\u2022 Neutral Alignment for Side, Back, and Stomach Sleepers \\u2022 Washable Bamboo Rayon Cover \\u2022 CertiPUR-US Certified Foam (Queen)\", \"asin\": \"B09ZKFK4JD\", \"price\": \"$52.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:03.173Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:33:03.173Z	click	suggested_term	rule	2025-04-08T22:33:03.173Z	train	208	2025-04-08T22:33:03.173Z	click	suggested_term	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "pillow 1 " } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow", "asin": "B07N7GDB6Q", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable", "asin": "B07CSLRPKC", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover", "asin": "B07TMKXZQT", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM", "asin": "B09XJVH69S", "price": "$21.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1", "asin": "B0BFRH42QJ", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Amazon Basics Down Alternative Pillow for Back Side Sleepers, Medium Density, Standard Size, 26\" x 20\", 2-Pack, White", "asin": "B0835CHHZV", "price": "$19.63", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Ultra Pain Relief Cooling Pillow for Neck Support, Adjustable Cervical Pillow Cozy Sleeping, Odorless Ergonomic Contour Memory Foam Pillows, Orthopedic Bed Pillow for Side Back Stomach Sleeper", "asin": "B0C1GQ54QD", "price": "$39.98", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.", "asin": "B0CJ2FJH11", "price": "$30.59", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Cozyplayer True Cooling Cervical Neck Pillow for Pain Relief, Ergonomic Side Sleeper Pillow for Neck Support, Odorless Orthopedic Contour Memory Foam Pillows, Bed Pillow for Back Stomach Sleeper", "asin": "B0DP8SPTLC", "price": "$33.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sleep Doctor Approved Cervical Neck Pillow for Sleeping, Ergonomic Contour Side Sleeper Pillows for Adults, Cooling Orthopedic Pillow for Pain Relief Support, Memory Foam Pillows Back Stomach Sleepers", "asin": "B0DHXZLWB7", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Osteo Cervical Pillow for Neck Pain Relief, Hollow Design Odorless Memory Foam Pillows with Cooling Case, Adjustable Orthopedic Bed Pillow for Sleeping, Support for Side Back Sleepers", "asin": "B09964WTF5", "price": "$44.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold", "asin": "B00EINBSEW", "price": "$81.00", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers", "asin": "B0CVV3X99Z", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Queen Size Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B06W527QY7", "price": "$23.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "DreamyBlue Signature Pillow w/Adjustable Loft \u2022 Shredded Memory Foam Fill \u2022 Neutral Alignment for Side, Back, and Stomach Sleepers \u2022 Washable Bamboo Rayon Cover \u2022 CertiPUR-US Certified Foam (Queen)", "asin": "B09ZKFK4JD", "price": "$52.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:33:03.173Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>", "index": 208, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"pillow 1 \"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics Down Alternative Pillow for Back Side Sleepers, Medium Density, Standard Size, 26\\\" x 20\\\", 2-Pack, White\", \"asin\": \"B0835CHHZV\", \"price\": \"$19.63\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Pain Relief Cooling Pillow for Neck Support, Adjustable Cervical Pillow Cozy Sleeping, Odorless Ergonomic Contour Memory Foam Pillows, Orthopedic Bed Pillow for Side Back Stomach Sleeper\", \"asin\": \"B0C1GQ54QD\", \"price\": \"$39.98\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cozyplayer True Cooling Cervical Neck Pillow for Pain Relief, Ergonomic Side Sleeper Pillow for Neck Support, Odorless Orthopedic Contour Memory Foam Pillows, Bed Pillow for Back Stomach Sleeper\", \"asin\": \"B0DP8SPTLC\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sleep Doctor Approved Cervical Neck Pillow for Sleeping, Ergonomic Contour Side Sleeper Pillows for Adults, Cooling Orthopedic Pillow for Pain Relief Support, Memory Foam Pillows Back Stomach Sleepers\", \"asin\": \"B0DHXZLWB7\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Osteo Cervical Pillow for Neck Pain Relief, Hollow Design Odorless Memory Foam Pillows with Cooling Case, Adjustable Orthopedic Bed Pillow for Sleeping, Support for Side Back Sleepers\", \"asin\": \"B09964WTF5\", \"price\": \"$44.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\", \"asin\": \"B00EINBSEW\", \"price\": \"$81.00\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Queen Size Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B06W527QY7\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"DreamyBlue Signature Pillow w/Adjustable Loft \\u2022 Shredded Memory Foam Fill \\u2022 Neutral Alignment for Side, Back, and Stomach Sleepers \\u2022 Washable Bamboo Rayon Cover \\u2022 CertiPUR-US Certified Foam (Queen)\", \"asin\": \"B09ZKFK4JD\", \"price\": \"$52.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:03.173Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"body scrub\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliater with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 4 oz\", \"asin\": \"B095Z7HQP3\", \"price\": \"$20.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Brown Sugar Body Scrub - Moisturizing and Exfoliating Body, Face, Hand, Foot Scrub - Fights Acne, Fine Lines & Wrinkles, Great Gifts For Women & Men - 10 oz\", \"asin\": \"B07GJR4KXM\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Body Clear Oil Free Acne Body Scrub with Salicylic Acid Acne Treatment Medicine, Exfoliating Salicylic Acid Body Wash to Treat Acne on Back, Chest, and Shoulders, 8.5 fl. oz\", \"asin\": \"B00UOLBEAA\", \"price\": \"$9.77\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pineapple Shea Sugar Scrub \| Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel \| Nourishing Essential Body Care \| 18 fl oz.\", \"asin\": \"B09VD77JVB\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Exotic Bloom Shea Sugar Scrub \| Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel \| Nourishing Essential Body Care \| 18 fl oz.\", \"asin\": \"B085S7HRX6\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hydration + Sea Kelp & Hyaluronic Acid Sulfate-Free Lightly Moisturizing Body Scrub with Black Rice, Gentle Exfoliating Daily Body Wash to Soften & Smooth Skin, 19.5 Fl Oz\", \"asin\": \"B07YYYSHVB\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber \\u2013 Dual-Sided Exfoliator for Men & Women, Gentle Loofah Alternative, Easy-to-Clean Silicone Shower Scrubber\", \"asin\": \"B083QPL9R5\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Exfoliating Mitt for Bath and Shower \\u2013 Heavy Duty Exfoliating Body Scrubber for Massage and Dead Skin Remover for Body \\u2013 1 Mitt\", \"asin\": \"B0C2ZWP561\", \"price\": \"$5.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cashmere Skin Collection Pre-Shave Scrub- Vanilla Cashmere Scented, Body Scrub, 7 fl oz\", \"asin\": \"B0CPD1JDKF\", \"price\": \"$7.97\", \"delivery\": \"FREE delivery Thu, Apr 17\"},\n {\"title\": \"Himalayan & Rose Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTY74V9\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Scrub Macadamia Rice Milk 15 oz\", \"asin\": \"B0DNV13LFS\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber - Zinc Infused - Highly Elastic Bristles - Exfoliating Body Scrubber for Cellulite Reduction,Blood Circulation,Massage for Flawless Skin - Black\", \"asin\": \"B0CTJP9GKZ\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Acnedote Maximum Strength Face & Body Scrub, 8 Oz\", \"asin\": \"B003O3YXDK\", \"price\": \"$7.99\", \"delivery\": \" $13.95 delivery Tomorrow 7 AM - 9 AM Or FREE pickup\"},\n {\"title\": \"Turmeric Scrub for Dark Spots, Brightening Inner Thighs Bikini Area Underarms, Natural Exfoliating Face\", \"asin\": \"B0BXPY5BZ9\", \"price\": \"$27.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Underarm Body Scrub - Armpit Detox Coconut & Charcoal Deodorant\\u2013 Exfoliating & Nourishing for Natural Deodorant Users \\u2013 Aluminum-Free & Safe for Sensitive Skin, Vegan & Cruelty-Free, 7 fl oz\", \"asin\": \"B07TVMN6GR\", \"price\": \"$15.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliater with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 10 oz\", \"asin\": \"B0BTJ5XK9B\", \"price\": \"$34.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Antimicrobial Silicone Body Scrubber, Exfoliating Body Scrubber for Sensitive Skin, Eco Friendly Shower Scrubber for Body, Silicone Body Brush for Showering, Charcoal\", \"asin\": \"B0BCDL46NP\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 14 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Positively Radiant Skin Brightening Exfoliating Daily Facial Scrub ,2.0 oz\", \"asin\": \"B07HS3RCR8\", \"price\": \"$4.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Wash Exfoliate Away Micro-polishes for silkier skin 4% refining serum with AHA 18.5 oz\", \"asin\": \"B0CGY47ZX1\", \"price\": \"$10.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pomegranate& Shea Butter Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTYKPC6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Himalayan Salt Scrub, Face, Foot, and Body Exfoliator with Collagen and Stem Cells, Exfoliating Scrub for Toning, Cellulite, and Skin Care by M3 Naturals\", \"asin\": \"B076DSRB6B\", \"price\": \"$21.81\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Wash, Coconut Butter Scrub , Exfoliating Body Wash, 20 Ounce, 4 Pack\", \"asin\": \"B082VKHR6Q\", \"price\": \"$15.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Loofah Sponge, XXL Large Loofah 100g 4 Pack, Bath Sponge Soft Mesh Shower Loofah for Men, Body Scrub, Shower Pouf Bath Accessories, for Body Wash, Soap (Blue Gray)\", \"asin\": \"B0DJW1J6BC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Fresh Skin Scrub Apricot 150ml\", \"asin\": \"B001RYWEQ6\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber, Exfoliating Body Wash Scrubbers Exfoliator, Shower Body Brush for Effective Showering Exfoliation and Gentle Massage (Black)\", \"asin\": \"B0CDBQP8M2\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Body Scrub & Mask for Keratosis Pilaris, Bump Eraser Shower Scrub & Exfoliator for Skin, 8 oz\", \"asin\": \"B0BQCPJ95D\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Peaches & Crushed Rice Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNSSZ4XR\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Exfoliating Sugar Body Scrub Bar - For Smooth, Hydrated & Glowing Skin \| Sugar Soap for Men & Women \| All Natural and Vegan - Made in USA - 4 oz\", \"asin\": \"B09FB1DD67\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Scrub with Salicylic Acid Acne Clearing Improves Tone and Texture Prone Skin on Back Shoulders and Chest, 8 Oz (Packaging May Vary)\", \"asin\": \"B093VTD9C2\", \"price\": \"$8.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Wash Pump, Coconut Butter Scrub, Exfoliating Body Wash, 32 Ounce (Pack of 1), WHITE (Package May Vary)\", \"asin\": \"B07CHDG8PZ\", \"price\": \"$5.97\", \"delivery\": \" $4.95 delivery Tomorrow 4 PM - 6 PM on orders over $100\"},\n {\"title\": \"Scrub Macadamia & Rice Milk Reveals Visibly Smoother Skin Body Scrub That Nourishes Skin 10.5 oz\", \"asin\": \"B0794N16ZD\", \"price\": \"$14.62\", \"delivery\": \" $4.95 delivery Tomorrow 4 PM - 6 PM on orders over $100\"},\n {\"title\": \"Exfoliating Body Scrubber, Back Scrubber for Shower Bath, Japanese Scrub Wash Cloth, Exfoliating Washcloth Towel for Men Women, Body Exfoliator Loofah Luffa Sponge Net Rag Back Washer (Black)\", \"asin\": \"B08PZ4GC9Z\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sport Exfoliating Body Scrubber, Large Exfoliator Tool for Athletes, Daily Skincare Routine for Smooth Clean Skin, Assorted Colors, 3 Count Value Pack\", \"asin\": \"B08M55XBJH\", \"price\": \"$17.91\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Armpit Detox Scrub 8.8 oz with Peppermint, Aloe Vera and Walnut Shell Powder, Underarm Scrub Helps on Removing Odor, Deep Cleanse & Exfoliating, also for Legs, Knee, Feet, Hands Whole Body\", \"asin\": \"B09YCT42MR\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"No. 102 Men's Body Scrub Soap 7 oz, Fresh Original Woodsy Scent, Best Exfoliating Bar for Men, Made with Natural Ingredients, Apricot Seed Powder, Shea Butter, Olive Oil, Green Tea Extracts\", \"asin\": \"B06X95YPCW\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Deep Exfoliating Glove, Eco Friendly Exfoliating Body Scrubber, Dead Skin Remover and Body Scrub Mitt for Skin Cell Renewal, for Shower and Bath, Leopard\", \"asin\": \"B09S41K7SX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Scalp & Body Scrub, Melrose Place - Exfoliating Body Scrub with Sugar & Coconut Oil Blend for Smooth, Moisturized Skin - Gentle Scalp Scrub for Removing Product Build Up (8.8 Oz)\", \"asin\": \"B07H52SVM7\", \"price\": \"$40.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Rough Skin Remover-Exfoliant, 3 Fluid Ounce\", \"asin\": \"B01EI5V1IM\", \"price\": \"$11.89\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber\\uff0cExfoliating Body Scrubbers for use in Shower,Silicone Body Brush for Showering and Anti-Slippery Handles for All Skin Types(Grey)\", \"asin\": \"B0CL6CC65W\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Himalayan Salt Body Scrub with Lychee Oil, Exfoliating Salt Scrub to Exfoliate & Moisturize Skin, Deep Cleansing - 10 oz\", \"asin\": \"B01K8PEZMU\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pomegranate& Shea Butter Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTYKPC6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Brown Sugar and Coconut Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTZTS1L\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Himalayan & Rose Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTY74V9\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:23.902Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:33:23.902Z	click	cart_side_bar	rule	2025-04-08T22:33:23.902Z	train	209	2025-04-08T22:33:23.902Z	click	cart_side_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "body scrub" } ], "cart_items": [ {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - 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2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliater with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 4 oz", "asin": "B095Z7HQP3", "price": "$20.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Brown Sugar Body Scrub - Moisturizing and Exfoliating Body, Face, Hand, Foot Scrub - Fights Acne, Fine Lines & Wrinkles, Great Gifts For Women & Men - 10 oz", "asin": "B07GJR4KXM", "price": "$9.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Body Clear Oil Free Acne Body Scrub with Salicylic Acid Acne Treatment Medicine, Exfoliating Salicylic Acid Body Wash to Treat Acne on Back, Chest, and Shoulders, 8.5 fl. oz", "asin": "B00UOLBEAA", "price": "$9.77", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pineapple Shea Sugar Scrub \| Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel \| Nourishing Essential Body Care \| 18 fl oz.", "asin": "B09VD77JVB", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Exotic Bloom Shea Sugar Scrub \| Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel \| Nourishing Essential Body Care \| 18 fl oz.", "asin": "B085S7HRX6", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Hydration + Sea Kelp & Hyaluronic Acid Sulfate-Free Lightly Moisturizing Body Scrub with Black Rice, Gentle Exfoliating Daily Body Wash to Soften & Smooth Skin, 19.5 Fl Oz", "asin": "B07YYYSHVB", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Silicone Body Scrubber \u2013 Dual-Sided Exfoliator for Men & Women, Gentle Loofah Alternative, Easy-to-Clean Silicone Shower Scrubber", "asin": "B083QPL9R5", "price": "$8.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Exfoliating Mitt for Bath and Shower \u2013 Heavy Duty Exfoliating Body Scrubber for Massage and Dead Skin Remover for Body \u2013 1 Mitt", "asin": "B0C2ZWP561", "price": "$5.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Cashmere Skin Collection Pre-Shave Scrub- Vanilla Cashmere Scented, Body Scrub, 7 fl oz", "asin": "B0CPD1JDKF", "price": "$7.97", "delivery": "FREE delivery Thu, Apr 17"}, {"title": "Himalayan & Rose Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz", "asin": "B0DNTY74V9", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Scrub Macadamia Rice Milk 15 oz", "asin": "B0DNV13LFS", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Silicone Body Scrubber - Zinc Infused - Highly Elastic Bristles - Exfoliating Body Scrubber for Cellulite Reduction,Blood Circulation,Massage for Flawless Skin - Black", "asin": "B0CTJP9GKZ", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Acnedote Maximum Strength Face & Body Scrub, 8 Oz", "asin": "B003O3YXDK", "price": "$7.99", "delivery": " $13.95 delivery Tomorrow 7 AM - 9 AM Or FREE pickup"}, {"title": "Turmeric Scrub for Dark Spots, Brightening Inner Thighs Bikini Area Underarms, Natural Exfoliating Face", "asin": "B0BXPY5BZ9", "price": "$27.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Underarm Body Scrub - Armpit Detox Coconut & Charcoal Deodorant\u2013 Exfoliating & Nourishing for Natural Deodorant Users \u2013 Aluminum-Free & Safe for Sensitive Skin, Vegan & Cruelty-Free, 7 fl oz", "asin": "B07TVMN6GR", "price": "$15.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliater with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 10 oz", "asin": "B0BTJ5XK9B", "price": "$34.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Antimicrobial Silicone Body Scrubber, Exfoliating Body Scrubber for Sensitive Skin, Eco Friendly Shower Scrubber for Body, Silicone Body Brush for Showering, Charcoal", "asin": "B0BCDL46NP", "price": "$29.99", "delivery": "FREE delivery Apr 14 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "Positively Radiant Skin Brightening Exfoliating Daily Facial Scrub ,2.0 oz", "asin": "B07HS3RCR8", "price": "$4.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Body Wash Exfoliate Away Micro-polishes for silkier skin 4% refining serum with AHA 18.5 oz", "asin": "B0CGY47ZX1", "price": "$10.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pomegranate& Shea Butter Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz", "asin": "B0DNTYKPC6", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Himalayan Salt Scrub, Face, Foot, and Body Exfoliator with Collagen and Stem Cells, Exfoliating Scrub for Toning, Cellulite, and Skin Care by M3 Naturals", "asin": "B076DSRB6B", "price": "$21.81", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Body Wash, Coconut Butter Scrub , Exfoliating Body Wash, 20 Ounce, 4 Pack", "asin": "B082VKHR6Q", "price": "$15.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Loofah Sponge, XXL Large Loofah 100g 4 Pack, Bath Sponge Soft Mesh Shower Loofah for Men, Body Scrub, Shower Pouf Bath Accessories, for Body Wash, Soap (Blue Gray)", "asin": "B0DJW1J6BC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Fresh Skin Scrub Apricot 150ml", "asin": "B001RYWEQ6", "price": "$6.50", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Silicone Body Scrubber, Exfoliating Body Wash Scrubbers Exfoliator, Shower Body Brush for Effective Showering Exfoliation and Gentle Massage (Black)", "asin": "B0CDBQP8M2", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "KP Body Scrub & Mask for Keratosis Pilaris, Bump Eraser Shower Scrub & Exfoliator for Skin, 8 oz", "asin": "B0BQCPJ95D", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Peaches & Crushed Rice Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz", "asin": "B0DNSSZ4XR", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Exfoliating Sugar Body Scrub Bar - For Smooth, Hydrated & Glowing Skin \| Sugar Soap for Men & Women \| All Natural and Vegan - Made in USA - 4 oz", "asin": "B09FB1DD67", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Body Scrub with Salicylic Acid Acne Clearing Improves Tone and Texture Prone Skin on Back Shoulders and Chest, 8 Oz (Packaging May Vary)", "asin": "B093VTD9C2", "price": "$8.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Body Wash Pump, Coconut Butter Scrub, Exfoliating Body Wash, 32 Ounce (Pack of 1), WHITE (Package May Vary)", "asin": "B07CHDG8PZ", "price": "$5.97", "delivery": " $4.95 delivery Tomorrow 4 PM - 6 PM on orders over $100"}, {"title": "Scrub Macadamia & Rice Milk Reveals Visibly Smoother Skin Body Scrub That Nourishes Skin 10.5 oz", "asin": "B0794N16ZD", "price": "$14.62", "delivery": " $4.95 delivery Tomorrow 4 PM - 6 PM on orders over $100"}, {"title": "Exfoliating Body Scrubber, Back Scrubber for Shower Bath, Japanese Scrub Wash Cloth, Exfoliating Washcloth Towel for Men Women, Body Exfoliator Loofah Luffa Sponge Net Rag Back Washer (Black)", "asin": "B08PZ4GC9Z", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sport Exfoliating Body Scrubber, Large Exfoliator Tool for Athletes, Daily Skincare Routine for Smooth Clean Skin, Assorted Colors, 3 Count Value Pack", "asin": "B08M55XBJH", "price": "$17.91", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Armpit Detox Scrub 8.8 oz with Peppermint, Aloe Vera and Walnut Shell Powder, Underarm Scrub Helps on Removing Odor, Deep Cleanse & Exfoliating, also for Legs, Knee, Feet, Hands Whole Body", "asin": "B09YCT42MR", "price": "$13.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "No. 102 Men's Body Scrub Soap 7 oz, Fresh Original Woodsy Scent, Best Exfoliating Bar for Men, Made with Natural Ingredients, Apricot Seed Powder, Shea Butter, Olive Oil, Green Tea Extracts", "asin": "B06X95YPCW", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Deep Exfoliating Glove, Eco Friendly Exfoliating Body Scrubber, Dead Skin Remover and Body Scrub Mitt for Skin Cell Renewal, for Shower and Bath, Leopard", "asin": "B09S41K7SX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Scalp & Body Scrub, Melrose Place - Exfoliating Body Scrub with Sugar & Coconut Oil Blend for Smooth, Moisturized Skin - Gentle Scalp Scrub for Removing Product Build Up (8.8 Oz)", "asin": "B07H52SVM7", "price": "$40.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Rough Skin Remover-Exfoliant, 3 Fluid Ounce", "asin": "B01EI5V1IM", "price": "$11.89", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Silicone Body Scrubber\uff0cExfoliating Body Scrubbers for use in Shower,Silicone Body Brush for Showering and Anti-Slippery Handles for All Skin Types(Grey)", "asin": "B0CL6CC65W", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Himalayan Salt Body Scrub with Lychee Oil, Exfoliating Salt Scrub to Exfoliate & Moisturize Skin, Deep Cleansing - 10 oz", "asin": "B01K8PEZMU", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pomegranate& Shea Butter Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz", "asin": "B0DNTYKPC6", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Brown Sugar and Coconut Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz", "asin": "B0DNTZTS1L", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Himalayan & Rose Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz", "asin": "B0DNTY74V9", "price": "$7.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:33:23.902Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "index": 209, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"body scrub\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"Vanilla Shea Sugar Exfoliating & Hydrating Body Scrub, 18 oz\", \"asin\": \"B0BX2TZZWG\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Vitamin C Shea Sugar Scrub, 18 oz, Ultra Hydrating and Exfoliating Scrub for Nourishing Essential Body Care\", \"asin\": \"B07VW3YSWH\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dove Men+Care Eucalyptus Body and Face Scrub Deeply Exfoliates for Hydrated & Nourished Skin 100% Gentle Cleanser, No Sulfate Cleansers or Parabens\", \"asin\": \"B0DNRNH4YB\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sensitive + Pink Sea Salt & Rosewater Sulfate-Free Soothing Body Scrub with Healing Rose Quartz, Gentle Exfoliating Daily Body Wash to Soften & Smooth Skin, 19.5 Fl Oz\", \"asin\": \"B07YYY5QZ4\", \"price\": \"$6.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliator with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 2 oz\", \"asin\": \"B08GNS58PQ\", \"price\": \"$10.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Brown Sugar and Coconut Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTZTS1L\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Smoothing + Coconut Coffee Exfoliating Body Scrub with Arabica Coffee & Coconut Oil, Moisturizing Body Wash for Dry Skin, Paraben-Free with Sulfate-Free Surfactants, 19.5 Fl Oz\", \"asin\": \"B07CTSS14R\", \"price\": \"$6.97\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliater with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 4 oz\", \"asin\": \"B095Z7HQP3\", \"price\": \"$20.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Brown Sugar Body Scrub - Moisturizing and Exfoliating Body, Face, Hand, Foot Scrub - Fights Acne, Fine Lines & Wrinkles, Great Gifts For Women & Men - 10 oz\", \"asin\": \"B07GJR4KXM\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Body Clear Oil Free Acne Body Scrub with Salicylic Acid Acne Treatment Medicine, Exfoliating Salicylic Acid Body Wash to Treat Acne on Back, Chest, and Shoulders, 8.5 fl. oz\", \"asin\": \"B00UOLBEAA\", \"price\": \"$9.77\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pineapple Shea Sugar Scrub \| Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel \| Nourishing Essential Body Care \| 18 fl oz.\", \"asin\": \"B09VD77JVB\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Exotic Bloom Shea Sugar Scrub \| Exfoliating Body Scrub Removes Dead, Dry Skin for a Soft & Hydrated Feel \| Nourishing Essential Body Care \| 18 fl oz.\", \"asin\": \"B085S7HRX6\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hydration + Sea Kelp & Hyaluronic Acid Sulfate-Free Lightly Moisturizing Body Scrub with Black Rice, Gentle Exfoliating Daily Body Wash to Soften & Smooth Skin, 19.5 Fl Oz\", \"asin\": \"B07YYYSHVB\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber \\u2013 Dual-Sided Exfoliator for Men & Women, Gentle Loofah Alternative, Easy-to-Clean Silicone Shower Scrubber\", \"asin\": \"B083QPL9R5\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Exfoliating Mitt for Bath and Shower \\u2013 Heavy Duty Exfoliating Body Scrubber for Massage and Dead Skin Remover for Body \\u2013 1 Mitt\", \"asin\": \"B0C2ZWP561\", \"price\": \"$5.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cashmere Skin Collection Pre-Shave Scrub- Vanilla Cashmere Scented, Body Scrub, 7 fl oz\", \"asin\": \"B0CPD1JDKF\", \"price\": \"$7.97\", \"delivery\": \"FREE delivery Thu, Apr 17\"},\n {\"title\": \"Himalayan & Rose Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTY74V9\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Scrub Macadamia Rice Milk 15 oz\", \"asin\": \"B0DNV13LFS\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber - Zinc Infused - Highly Elastic Bristles - Exfoliating Body Scrubber for Cellulite Reduction,Blood Circulation,Massage for Flawless Skin - Black\", \"asin\": \"B0CTJP9GKZ\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Acnedote Maximum Strength Face & Body Scrub, 8 Oz\", \"asin\": \"B003O3YXDK\", \"price\": \"$7.99\", \"delivery\": \" $13.95 delivery Tomorrow 7 AM - 9 AM Or FREE pickup\"},\n {\"title\": \"Turmeric Scrub for Dark Spots, Brightening Inner Thighs Bikini Area Underarms, Natural Exfoliating Face\", \"asin\": \"B0BXPY5BZ9\", \"price\": \"$27.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Underarm Body Scrub - Armpit Detox Coconut & Charcoal Deodorant\\u2013 Exfoliating & Nourishing for Natural Deodorant Users \\u2013 Aluminum-Free & Safe for Sensitive Skin, Vegan & Cruelty-Free, 7 fl oz\", \"asin\": \"B07TVMN6GR\", \"price\": \"$15.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Bump Eraser Body Scrub with 10% AHA, Keratosis Pilaris Skin Exfoliater with Glycolic and Lactic acids, Helps Reduce Chicken Skin Bumps, Safe for Sensitive Skin, 10 oz\", \"asin\": \"B0BTJ5XK9B\", \"price\": \"$34.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Antimicrobial Silicone Body Scrubber, Exfoliating Body Scrubber for Sensitive Skin, Eco Friendly Shower Scrubber for Body, Silicone Body Brush for Showering, Charcoal\", \"asin\": \"B0BCDL46NP\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 14 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Positively Radiant Skin Brightening Exfoliating Daily Facial Scrub ,2.0 oz\", \"asin\": \"B07HS3RCR8\", \"price\": \"$4.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Wash Exfoliate Away Micro-polishes for silkier skin 4% refining serum with AHA 18.5 oz\", \"asin\": \"B0CGY47ZX1\", \"price\": \"$10.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pomegranate& Shea Butter Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTYKPC6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Himalayan Salt Scrub, Face, Foot, and Body Exfoliator with Collagen and Stem Cells, Exfoliating Scrub for Toning, Cellulite, and Skin Care by M3 Naturals\", \"asin\": \"B076DSRB6B\", \"price\": \"$21.81\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Wash, Coconut Butter Scrub , Exfoliating Body Wash, 20 Ounce, 4 Pack\", \"asin\": \"B082VKHR6Q\", \"price\": \"$15.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Loofah Sponge, XXL Large Loofah 100g 4 Pack, Bath Sponge Soft Mesh Shower Loofah for Men, Body Scrub, Shower Pouf Bath Accessories, for Body Wash, Soap (Blue Gray)\", \"asin\": \"B0DJW1J6BC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Fresh Skin Scrub Apricot 150ml\", \"asin\": \"B001RYWEQ6\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber, Exfoliating Body Wash Scrubbers Exfoliator, Shower Body Brush for Effective Showering Exfoliation and Gentle Massage (Black)\", \"asin\": \"B0CDBQP8M2\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"KP Body Scrub & Mask for Keratosis Pilaris, Bump Eraser Shower Scrub & Exfoliator for Skin, 8 oz\", \"asin\": \"B0BQCPJ95D\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Peaches & Crushed Rice Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNSSZ4XR\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Exfoliating Sugar Body Scrub Bar - For Smooth, Hydrated & Glowing Skin \| Sugar Soap for Men & Women \| All Natural and Vegan - Made in USA - 4 oz\", \"asin\": \"B09FB1DD67\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Scrub with Salicylic Acid Acne Clearing Improves Tone and Texture Prone Skin on Back Shoulders and Chest, 8 Oz (Packaging May Vary)\", \"asin\": \"B093VTD9C2\", \"price\": \"$8.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Wash Pump, Coconut Butter Scrub, Exfoliating Body Wash, 32 Ounce (Pack of 1), WHITE (Package May Vary)\", \"asin\": \"B07CHDG8PZ\", \"price\": \"$5.97\", \"delivery\": \" $4.95 delivery Tomorrow 4 PM - 6 PM on orders over $100\"},\n {\"title\": \"Scrub Macadamia & Rice Milk Reveals Visibly Smoother Skin Body Scrub That Nourishes Skin 10.5 oz\", \"asin\": \"B0794N16ZD\", \"price\": \"$14.62\", \"delivery\": \" $4.95 delivery Tomorrow 4 PM - 6 PM on orders over $100\"},\n {\"title\": \"Exfoliating Body Scrubber, Back Scrubber for Shower Bath, Japanese Scrub Wash Cloth, Exfoliating Washcloth Towel for Men Women, Body Exfoliator Loofah Luffa Sponge Net Rag Back Washer (Black)\", \"asin\": \"B08PZ4GC9Z\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sport Exfoliating Body Scrubber, Large Exfoliator Tool for Athletes, Daily Skincare Routine for Smooth Clean Skin, Assorted Colors, 3 Count Value Pack\", \"asin\": \"B08M55XBJH\", \"price\": \"$17.91\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Armpit Detox Scrub 8.8 oz with Peppermint, Aloe Vera and Walnut Shell Powder, Underarm Scrub Helps on Removing Odor, Deep Cleanse & Exfoliating, also for Legs, Knee, Feet, Hands Whole Body\", \"asin\": \"B09YCT42MR\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"No. 102 Men's Body Scrub Soap 7 oz, Fresh Original Woodsy Scent, Best Exfoliating Bar for Men, Made with Natural Ingredients, Apricot Seed Powder, Shea Butter, Olive Oil, Green Tea Extracts\", \"asin\": \"B06X95YPCW\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Deep Exfoliating Glove, Eco Friendly Exfoliating Body Scrubber, Dead Skin Remover and Body Scrub Mitt for Skin Cell Renewal, for Shower and Bath, Leopard\", \"asin\": \"B09S41K7SX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Scalp & Body Scrub, Melrose Place - Exfoliating Body Scrub with Sugar & Coconut Oil Blend for Smooth, Moisturized Skin - Gentle Scalp Scrub for Removing Product Build Up (8.8 Oz)\", \"asin\": \"B07H52SVM7\", \"price\": \"$40.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Rough Skin Remover-Exfoliant, 3 Fluid Ounce\", \"asin\": \"B01EI5V1IM\", \"price\": \"$11.89\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Silicone Body Scrubber\\uff0cExfoliating Body Scrubbers for use in Shower,Silicone Body Brush for Showering and Anti-Slippery Handles for All Skin Types(Grey)\", \"asin\": \"B0CL6CC65W\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Himalayan Salt Body Scrub with Lychee Oil, Exfoliating Salt Scrub to Exfoliate & Moisturize Skin, Deep Cleansing - 10 oz\", \"asin\": \"B01K8PEZMU\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pomegranate& Shea Butter Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTYKPC6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Brown Sugar and Coconut Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTZTS1L\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Himalayan & Rose Body Scrub Exfoliates and Deeply Nourishes for Smooth, Radiant Skin 15oz\", \"asin\": \"B0DNTY74V9\", \"price\": \"$7.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:23.902Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO\", \"asin\": \"B079NR9CTD\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count\", \"asin\": \"B00TXY32FY\", \"price\": \"$19.95\", \"quantity\": \"\"},\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine\", \"asin\": \"B09MR5D5YS\", \"price\": \"$29.97\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored\", \"asin\": \"B078JZQ5QL\", \"price\": \"$44.49\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:52.414Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:33:52.414Z	click	cart_page_select	rule	2025-04-08T22:33:52.414Z	train	210	2025-04-08T22:33:52.414Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO", "asin": "B079NR9CTD", "price": "$17.99", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count", "asin": "B00TXY32FY", "price": "$19.95", "quantity": ""}, {"title": "Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.", "asin": "B076YBFS5S", "price": "$15.73", "quantity": ""}, {"title": "Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine", "asin": "B09MR5D5YS", "price": "$29.97", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored", "asin": "B078JZQ5QL", "price": "$44.49", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "selected": true, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}, {"Size": "12x20 Inch"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:33:52.414Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 210, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO\", \"asin\": \"B079NR9CTD\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count\", \"asin\": \"B00TXY32FY\", \"price\": \"$19.95\", \"quantity\": \"\"},\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine\", \"asin\": \"B09MR5D5YS\", \"price\": \"$29.97\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored\", \"asin\": \"B078JZQ5QL\", \"price\": \"$44.49\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:52.414Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:52.606Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:33:52.606Z	click	cart_page_select	rule	2025-04-08T22:33:52.606Z	train	211	2025-04-08T22:33:52.606Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO", "asin": "B079NR9CTD", "price": "$17.99", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count", "asin": "B00TXY32FY", "price": "$19.95", "quantity": ""}, {"title": "Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.", "asin": "B076YBFS5S", "price": "$15.73", "quantity": ""}, {"title": "Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine", "asin": "B09MR5D5YS", "price": "$29.97", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored", "asin": "B078JZQ5QL", "price": "$44.49", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "selected": true, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}, {"Size": "12x20 Inch"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO\", \"asin\": \"B079NR9CTD\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count\", \"asin\": \"B00TXY32FY\", \"price\": \"$19.95\", \"quantity\": \"\"},\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine\", \"asin\": \"B09MR5D5YS\", \"price\": \"$29.97\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored\", \"asin\": \"B078JZQ5QL\", \"price\": \"$44.49\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:33:52.606Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": 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Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMWVQ5\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)\", \"asin\": \"B0D71Y19SP\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White\", \"asin\": \"B09V2H9LCV\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 1 Pack with Luxury Hotel Quality, Super Plush 3D Fiber Filling, Top-end Microfiber Cover for Side Stomach Back Sleepers, Standard (Pack of 1), White\", \"asin\": \"B096Z3RRY9\", \"price\": \"$15.29\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Only 18 left in stock - order soon.\"},\n {\"title\": \"Throw Pillows (Set of 1, White), 18 x 18 Inches Pillows for Sofa, Bed and Couch Decorative Stuffer Pillow\", \"asin\": \"B0CZDW8R8F\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Medium Firm Pillows Standard/Queen Size Pillow for Side Back Stomach Sleepers, Neck Support Pillow with Washable Removable Cover (1 Pack)\", \"asin\": \"B0CX4Y3JGD\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 3 left in stock - order soon.\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)\", \"asin\": \"B0DLF86LD1\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Goose Feather Blend with Polyester Bed Pillows 100% Cotton, Medium Soft Soft Support Standard Pack of 1, Stripe White\", \"asin\": \"B0C36G2TZP\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Goose Feather and Polyester Bed Pillows Queen/Standard Size Set of 1- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support, White Solid\", \"asin\": \"B074SDLVFK\", \"price\": \"$27.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Goose Down Feather Pillows, Pillows Queen Size - Hotel Bed Pillows for Sleeping Soft and Supportive Pillows for Side and Back Sleepers - 1 Pack, Queen (20\\\" x 28\\\")\", \"asin\": \"B0C9L8K6FJ\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillow, Standard (1-Pack), Adjustable Bed Pillow for Side Back Stomach Sleepers,Comfy Cooling Pillow for Sleeping with Washable Cover\\u2026\", \"asin\": \"B0CDC2V9PF\", \"price\": \"$20.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Adjustable Shredded Memory Foam Pillow Queen Size, Cooling Bed Pillow for Sleeping with Removable Cover, Medium Pillow for Side Stomach & Back Sleepers, 1 Pack 20\\\"x28\\\"\", \"asin\": \"B0BV9ZJLRS\", \"price\": \"$33.91\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size for Bed - Adjustable Firm Pillow for Back Stomach and Side Sleeper - Shredded Memory Foam Cooling Pillow for Neck and Shoulder Pain with Washable Cover\", \"asin\": \"B0CBRMKC5T\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard/Queen Pillowcases-Zipper Closure-100%Egyptian Cotton-1 Piece Extra Soft Pillow Cover,Outer Pillowcase with The Soft Polyester Filling-Suitable for Goose Feather Pillow.\", \"asin\": \"B096SBCZSM\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Single Memory Foam Pillows King Size Set of 1, Cooling Rayon Pillow with Breathable Cover, Bed Pillow for Sleeping 1 Pack, Firm Adjustable Pillow for Neck Support, Hotel Quality Rest Pillow 20\\\" x 36\\\"\", \"asin\": \"B0D11RQN4B\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"12x20 Pillow Insert, Throw Pillows for Sofa Couch Living Room Decorative Rectangle Lumbar Premium Fluffy Pillow Forms Stuffer\", \"asin\": \"B0BN5VRGS6\", \"price\": \"$9.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillow King Size 1 Pack, Shredded Memory Foam Pillow Adjustable, Cooling Pillow Soft and Supportive for Side Back Stomach Sleepers\", \"asin\": \"B0C5D6T92K\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Size Comforter Sets - Beige Comforter King Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D1K4XBN5\", \"price\": \"$32.29\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:34:41.753Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:34:41.753Z	click	other	rule	2025-04-08T22:34:41.753Z	train	212	2025-04-08T22:34:41.753Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "1 bed pillow" } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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order soon."}, {"title": "Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)", "asin": "B0DLF86LD1", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Goose Feather Blend with Polyester Bed Pillows 100% Cotton, Medium Soft Soft Support Standard Pack of 1, Stripe White", "asin": "B0C36G2TZP", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Goose Feather and Polyester Bed Pillows Queen/Standard Size Set of 1- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support, White Solid", "asin": "B074SDLVFK", "price": "$27.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Goose Down Feather Pillows, Pillows Queen Size - Hotel Bed Pillows for Sleeping Soft and Supportive Pillows for Side and Back Sleepers - 1 Pack, Queen (20\" x 28\")", "asin": "B0C9L8K6FJ", "price": "$21.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Shredded Memory Foam Pillow, Standard (1-Pack), Adjustable Bed Pillow for Side Back Stomach Sleepers,Comfy Cooling Pillow for Sleeping with Washable Cover\u2026", "asin": "B0CDC2V9PF", "price": "$20.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Adjustable Shredded Memory Foam Pillow Queen Size, Cooling Bed Pillow for Sleeping with Removable Cover, Medium Pillow for Side Stomach & Back Sleepers, 1 Pack 20\"x28\"", "asin": "B0BV9ZJLRS", "price": "$33.91", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size for Bed - Adjustable Firm Pillow for Back Stomach and Side Sleeper - Shredded Memory Foam Cooling Pillow for Neck and Shoulder Pain with Washable Cover", "asin": "B0CBRMKC5T", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM", "asin": "B09XJVH69S", "price": "$21.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Standard/Queen Pillowcases-Zipper Closure-100%Egyptian Cotton-1 Piece Extra Soft Pillow Cover,Outer Pillowcase with The Soft Polyester Filling-Suitable for Goose Feather Pillow.", "asin": "B096SBCZSM", "price": "$12.00", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Single Memory Foam Pillows King Size Set of 1, Cooling Rayon Pillow with Breathable Cover, Bed Pillow for Sleeping 1 Pack, Firm Adjustable Pillow for Neck Support, Hotel Quality Rest Pillow 20\" x 36\"", "asin": "B0D11RQN4B", "price": "$23.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "12x20 Pillow Insert, Throw Pillows for Sofa Couch Living Room Decorative Rectangle Lumbar Premium Fluffy Pillow Forms Stuffer", "asin": "B0BN5VRGS6", "price": "$9.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillow King Size 1 Pack, Shredded Memory Foam Pillow Adjustable, Cooling Pillow Soft and Supportive for Side Back Stomach Sleepers", "asin": "B0C5D6T92K", "price": "$36.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "King Size Comforter Sets - Beige Comforter King Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0D1K4XBN5", "price": "$32.29", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White", "asin": "B08X4YD3KC", "price": "$24.99", "delivery": "FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:34:41.753Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 212, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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Hotel Bed Pillows for Sleeping Soft and Supportive Pillows for Side and Back Sleepers - 1 Pack, Queen (20\\\" x 28\\\")\", \"asin\": \"B0C9L8K6FJ\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillow, Standard (1-Pack), Adjustable Bed Pillow for Side Back Stomach Sleepers,Comfy Cooling Pillow for Sleeping with Washable Cover\\u2026\", \"asin\": \"B0CDC2V9PF\", \"price\": \"$20.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Adjustable Shredded Memory Foam Pillow Queen Size, Cooling Bed Pillow for Sleeping with Removable Cover, Medium Pillow for Side Stomach & Back Sleepers, 1 Pack 20\\\"x28\\\"\", \"asin\": \"B0BV9ZJLRS\", \"price\": \"$33.91\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size for Bed - Adjustable Firm Pillow for Back Stomach and Side Sleeper - Shredded Memory Foam Cooling Pillow for Neck and Shoulder Pain with Washable Cover\", \"asin\": \"B0CBRMKC5T\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard/Queen Pillowcases-Zipper Closure-100%Egyptian Cotton-1 Piece Extra Soft Pillow Cover,Outer Pillowcase with The Soft Polyester Filling-Suitable for Goose Feather Pillow.\", \"asin\": \"B096SBCZSM\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Single Memory Foam Pillows King Size Set of 1, Cooling Rayon Pillow with Breathable Cover, Bed Pillow for Sleeping 1 Pack, Firm Adjustable Pillow for Neck Support, Hotel Quality Rest Pillow 20\\\" x 36\\\"\", \"asin\": \"B0D11RQN4B\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"12x20 Pillow Insert, Throw Pillows for Sofa Couch Living Room Decorative Rectangle Lumbar Premium Fluffy Pillow Forms Stuffer\", \"asin\": \"B0BN5VRGS6\", \"price\": \"$9.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillow King Size 1 Pack, Shredded Memory Foam Pillow Adjustable, Cooling Pillow Soft and Supportive for Side Back Stomach Sleepers\", \"asin\": \"B0C5D6T92K\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Size Comforter Sets - Beige Comforter King Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D1K4XBN5\", \"price\": \"$32.29\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:34:41.753Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"Coop Home Goods Original Adjustable Pillow, Queen Size Bed Pillows for Sleeping, Cross Cut Memory Foam Pillows - Medium Firm Back, Stomach and Side Sleeper Pillow, CertiPUR-US/GREENGUARD Gold\",\n \"asin\": \"B00EINBSEW\"\n},\n {\n \"title\": \"Coop Home Goods Eden Bed Pillow Queen Size for Sleeping on Back, Stomach and Side Sleeper- Medium Soft Memory Foam Cooling Gel - CertiPUR-US/GREENGUARD Gold\",\n \"asin\": \"B01LYU7V4S\"\n},\n {\n \"title\": \"Coop Home Goods Original Adjustable Body Pillow, 20x54 Long Pillow for Back, Shoulder, Hip and Knee Support, Side Sleeper Body Pillows for Adults with Memory Foam & Washable Cover\",\n \"asin\": \"B00OKY8BOY\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Pillows Standard Size, Pillow Core, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\\u00d719.69 in (1PC)\", \"asin\": \"B0DSKCRNV8\", \"price\": \"$1.99\", \"delivery\": \"$12.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Cute Cartoon Hedgehog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Beautiful Autumn Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBC5LKFB\", \"price\": \"$2.99\", \"delivery\": \"$7.20 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping, Hotel Quality Pillow Core, Standard Pillow Core, Stays Cool, Soft, Comfortable, Breathable, Bedding, for Back, Side, Stomach, Sleeper, 19.7 \\u00d7 11.8 \\u00d7 2.7 inch\", \"asin\": \"B0DJMHGF4B\", \"price\": \"$3.49\", \"delivery\": \"$14.99 delivery May 2 - 13\"},\n {\"title\": \"Pillows Standard Size, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\\u00d719.69 in Clearance #\", \"asin\": \"B0DPM2FY42\", \"price\": \"$3.99\", \"delivery\": \"$12.99 delivery Apr 21 - 30\"},\n {\"title\": \"Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows for Neck and Shoulder Pain Clearance Items,18\\\"X29\\\"\", \"asin\": \"B0DPZ3VMGV\", \"price\": \"$3.99\", \"delivery\": \"$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows Return Pallets for Sale Liquidation,18\\\"X29\\\"\", \"asin\": \"B0DPZNG1Z6\", \"price\": \"$4.99\", \"delivery\": \"$13.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Watercolor Usa Flag Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Memorial Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTCN8VZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ikat Geometric Folklore Linen Pillow Covers 18x18In Set of 1 Oriental Tribal Ethnic ThrowPillow Covers Decorative Square Pillowcase Protector Cushion Case for Sofa Couch Bed Pillow Pillowcases\", \"asin\": \"B0CNTCKPFK\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Running Horse Herd Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sandy Dust Against Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTC36VY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"French Bulldog Usa Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBWQFX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Stars Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 USA Flag Symbols Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBPXGV\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Butterfly Colorful Watercolor Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Surface Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CNTBN72Y\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Usa Flag Wooden Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 American Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9MQ44\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"United States Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Square Stripes Lines Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9JSM4\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Vintage Summer Beach Seashells Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8RQXY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dog Paw Bone Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Footprint Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8MXTX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Colorful Fruits Candy Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sugar Jelly Beans Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8G9Q9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Flag Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8DP21\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Lizard Dinosaurs Cartoon Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Colorful Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT88F41\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dino Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Dinosaur Original Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87SBM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Sandy Beach Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Coral Seashell Starfish Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87J9S\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Big Natural Seashell Water Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Beach Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT7Y1MZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Funny Cats Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Doodle Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT7D7ZX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Puppy Watercolor Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Dog Sunglasses Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT78YV9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"CozyLux Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)\", \"asin\": \"B0D71Y19SP\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:34:53.101Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:34:53.101Z	click	other	rule	2025-04-08T22:34:53.101Z	train	213	2025-04-08T22:34:53.101Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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CertiPUR-US/GREENGUARD Gold", "asin": "B01LYU7V4S" }, { "title": "Coop Home Goods Original Adjustable Body Pillow, 20x54 Long Pillow for Back, Shoulder, Hip and Knee Support, Side Sleeper Body Pillows for Adults with Memory Foam & Washable Cover", "asin": "B00OKY8BOY" } ], "search_results": [ {"title": "Pillows Standard Size, Pillow Core, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\u00d719.69 in (1PC)", "asin": "B0DSKCRNV8", "price": "$1.99", "delivery": "$12.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21"}, {"title": "Cute Cartoon Hedgehog Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Funny Beautiful Autumn Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CBC5LKFB", "price": "$2.99", "delivery": "$7.20 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping, Hotel Quality Pillow Core, Standard Pillow Core, Stays Cool, Soft, Comfortable, Breathable, Bedding, for Back, Side, Stomach, Sleeper, 19.7 \u00d7 11.8 \u00d7 2.7 inch", "asin": "B0DJMHGF4B", "price": "$3.49", "delivery": "$14.99 delivery May 2 - 13"}, {"title": "Pillows Standard Size, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\u00d719.69 in Clearance #", "asin": "B0DPM2FY42", "price": "$3.99", "delivery": "$12.99 delivery Apr 21 - 30"}, {"title": "Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows for Neck and Shoulder Pain Clearance Items,18\"X29\"", "asin": "B0DPZ3VMGV", "price": "$3.99", "delivery": "$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18"}, {"title": "Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows Return Pallets for Sale Liquidation,18\"X29\"", "asin": "B0DPZNG1Z6", "price": "$4.99", "delivery": "$13.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18"}, {"title": "Watercolor Usa Flag Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Memorial Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTCN8VZ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Ikat Geometric Folklore Linen Pillow Covers 18x18In Set of 1 Oriental Tribal Ethnic ThrowPillow Covers Decorative Square Pillowcase Protector Cushion Case for Sofa Couch Bed Pillow Pillowcases", "asin": "B0CNTCKPFK", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Running Horse Herd Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sandy Dust Against Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTC36VY", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "French Bulldog Usa Flag Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTBWQFX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "American Stars Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 USA Flag Symbols Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTBPXGV", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Butterfly Colorful Watercolor Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Surface Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect", "asin": "B0CNTBN72Y", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Usa Flag Wooden Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 American Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT9MQ44", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "United States Flag Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Square Stripes Lines Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT9JSM4", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Vintage Summer Beach Seashells Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8RQXY", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Dog Paw Bone Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Footprint Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8MXTX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Colorful Fruits Candy Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sugar Jelly Beans Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8G9Q9", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "American Flag Vintage Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8DP21", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Lizard Dinosaurs Cartoon Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Colorful Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT88F41", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Dino Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Dinosaur Original Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT87SBM", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Summer Sandy Beach Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Coral Seashell Starfish Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT87J9S", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Big Natural Seashell Water Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Summer Beach Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT7Y1MZ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Funny Cats Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cute Animal Doodle Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT7D7ZX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Puppy Watercolor Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Dog Sunglasses Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT78YV9", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "CozyLux Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)", "asin": "B0D71Y19SP", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)", "asin": "B0995PXD7X", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:34:53.101Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 213, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"French Bulldog Usa Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBWQFX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Stars Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 USA Flag Symbols Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBPXGV\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Butterfly Colorful Watercolor Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Surface Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CNTBN72Y\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Usa Flag Wooden Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 American Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9MQ44\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"United States Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Square Stripes Lines Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9JSM4\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Vintage Summer Beach Seashells Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8RQXY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dog Paw Bone Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Footprint Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8MXTX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Colorful Fruits Candy Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sugar Jelly Beans Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8G9Q9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Flag Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8DP21\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Lizard Dinosaurs Cartoon Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Colorful Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT88F41\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dino Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Dinosaur Original Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87SBM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Sandy Beach Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Coral Seashell Starfish Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87J9S\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Big Natural Seashell Water Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Beach Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT7Y1MZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Funny Cats Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Doodle Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT7D7ZX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Puppy Watercolor Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Dog Sunglasses Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT78YV9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"CozyLux Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)\", \"asin\": \"B0D71Y19SP\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:34:53.101Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"onesmile Cervical Neck Pillow and Roll Neck Pillow - 2 in 1 Ergonomic Pillow for Neck Pain Relief, Neck Support Pillows for Sleeping, Memory Foam Pillow for Side, Back & Stomach Sleepers (Grey)\", \"asin\": \"B0DQY47PSV\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White\", \"asin\": \"B09V2H9LCV\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cooling Side Sleeper Pillow for Neck and Shoulder Pain, Luxury Shredded Memory Foam Curved Bed Pillows for Sleeping Set of 1- Adjustable Queen Size- Washable Cover Crescent White\", \"asin\": \"B0CCL1KMPZ\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"BHZ Goose Down Feather Pillows, Pillows Queen Size - Hotel Bed Pillows for Sleeping Soft and Supportive Pillows for Side and Back Sleepers - 1 Pack, Queen (20\\\" x 28\\\")\", \"asin\": \"B0C9L8K6FJ\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WEEKENDER Gel Memory Foam Pillow - Standard Size - 1-Pack - Medium Plush Feel - Neck & Shoulder Support - For Back, Side, & Stomach Sleepers - Home, Hotel, & Hospital Essentials\", \"asin\": \"B01N6RQ4FF\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Pillowflex Synthetic Down Pillow Insert - 22x22 Down Alternative, Ultra Soft Large Square Throw Pillow, Couch Sham, Bed Sleeping - 1 Decorative Accent Form\", \"asin\": \"B00GDJLKW4\", \"price\": \"$33.76\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FluffCo Zen Fluff Pillows - Down Alternative Queen Size Pillow - Standard/Queen Bed Pillow for Sleeping Made in USA - Luxury Hotel Pillow - 100% Cotton 300 Thread Count (Soft Queen Size 1 Pack)\", \"asin\": \"B09XSR2JR8\", \"price\": \"$69.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Three Geese White Goose Feather and Polyester Bed Pillows Queen/Standard Size Set of 1- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support, White Solid\", \"asin\": \"B074SDLVFK\", \"price\": \"$27.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HOMELAB Adjustable Shredded Memory Foam Pillow Queen Size, Cooling Bed Pillow for Sleeping with Removable Cover, Medium Pillow for Side Stomach & Back Sleepers, 1 Pack 20\\\"x28\\\"\", \"asin\": \"B0BV9ZJLRS\", \"price\": \"$33.91\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Three Geese Adjustable Layer Goose Feather Pillow,Assembled Bed Pillow,100% Soft Cotton Cover,Good for Side and Back Stomach Sleeper, Standard/Queen Size,Packaging Include 1 Pillow.\", \"asin\": \"B07VRBM3GS\", \"price\": \"$39.98\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Memory Foam Pillows for Sleeping, Cooling Pillow with Removable and Machine Washable Cover, Bed Pillow for Side, Back and Stomach Sleepers, Standard Size (1 Pack)\", \"asin\": \"B0CYCKKT3Q\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Youth Pillow - 16 X 22 - Soft & Hypoallergenic - Kids Sleeping Pillow - Toddler Bed Pillow - Perfect Size - Backed by Our Love The Fluff Guarantee (1 Pack)\", \"asin\": \"B075XHX8WC\", \"price\": \"$26.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Vaverto Gel Memory Foam Pillow - Standard Size, 1 Pack, Firm Pillow for Neck and Shoulder Support, Orthopedic, Firm, Cooling, Contoured Memory Foam Pillows for Back, Side, Stomach Sleepers\", \"asin\": \"B0CZ7KPBGH\", \"price\": \"$33.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)\", \"asin\": \"B0DLF86LD1\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pharmedoc Cooling Memory Foam Bed Rest Pillows, 1 Pack, Ventilated Lilac Dreamer, Reading, Standard, Back and Side Sleeper Support, Sleeping Pillows for Adults\", \"asin\": \"B0BFJSSDRR\", \"price\": \"$29.95\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Comfort Revolution Blue Bubble Gel + Memory Foam Pillow, Standard (Pack of 1), White\", \"asin\": \"B0848BTJFL\", \"price\": \"$39.77\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"FluffCo Zen Fluff Pillows - Down Alternative Queen Size Pillow - Standard/Queen Bed Pillow for Sleeping Made in USA - Luxury Hotel-Quality Pillow - 100% Cotton, 300 Thread Count (Queen Size 1 Pack)\", \"asin\": \"B09XSTN2Q4\", \"price\": \"$69.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 1 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows King Size with Washable Removable Cover\", \"asin\": \"B0B56QPWRJ\", \"price\": \"$34.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"McKesson Medical Pillow [1 Count] Limited Reusable Hospital Bed Pillows, Fluid Moisture and Stain-Resistant, Blue, 20 in x 26 in\", \"asin\": \"B01M2COW3K\", \"price\": \"$15.90\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"7.5 Inch Bed Wedge Pillow for Acid Reflux or Sleeping \| 1.5 Inch Memory Foam Top with Stay Cool Cover \| Incline Leg Elevation Pillows \| Ideal for Gerd, Heartburn, and Snoring (25\\\" Wx26 Lx7.5 H)\", \"asin\": \"B01FINTS4M\", \"price\": \"$34.97\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Wedge Pillow For Sleeping Seniors Post Surgery Incline Pillow Bedsore Pressure Relief Cushions For Butt Lifting Patient Turning Triangle Foam Wedges For Bed Positioning Body Back Support (Blue)\", \"asin\": \"B07F1VWRR3\", \"price\": \"$28.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)\", \"asin\": \"B0D71Y19SP\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:35:16.588Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:35:16.588Z	input	bed pillow	rule	2025-04-08T22:35:16.588Z	train	214	2025-04-08T22:35:16.588Z	input	bed pillow	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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16 X 22 - Soft & Hypoallergenic - Kids Sleeping Pillow - Toddler Bed Pillow - Perfect Size - Backed by Our Love The Fluff Guarantee (1 Pack)", "asin": "B075XHX8WC", "price": "$26.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Vaverto Gel Memory Foam Pillow - Standard Size, 1 Pack, Firm Pillow for Neck and Shoulder Support, Orthopedic, Firm, Cooling, Contoured Memory Foam Pillows for Back, Side, Stomach Sleepers", "asin": "B0CZ7KPBGH", "price": "$33.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)", "asin": "B0DLF86LD1", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pharmedoc Cooling Memory Foam Bed Rest Pillows, 1 Pack, Ventilated Lilac Dreamer, Reading, Standard, Back and Side Sleeper Support, Sleeping Pillows for Adults", "asin": "B0BFJSSDRR", "price": "$29.95", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)", "asin": "B0995PXD7X", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Comfort Revolution Blue Bubble Gel + Memory Foam Pillow, Standard (Pack of 1), White", "asin": "B0848BTJFL", "price": "$39.77", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "FluffCo Zen Fluff Pillows - Down Alternative Queen Size Pillow - Standard/Queen Bed Pillow for Sleeping Made in USA - Luxury Hotel-Quality Pillow - 100% Cotton, 300 Thread Count (Queen Size 1 Pack)", "asin": "B09XSTN2Q4", "price": "$69.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "SUPA MODERN Cooling Bed Pillows for Sleeping 1 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows King Size with Washable Removable Cover", "asin": "B0B56QPWRJ", "price": "$34.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "McKesson Medical Pillow [1 Count] Limited Reusable Hospital Bed Pillows, Fluid Moisture and Stain-Resistant, Blue, 20 in x 26 in", "asin": "B01M2COW3K", "price": "$15.90", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "7.5 Inch Bed Wedge Pillow for Acid Reflux or Sleeping \| 1.5 Inch Memory Foam Top with Stay Cool Cover \| Incline Leg Elevation Pillows \| Ideal for Gerd, Heartburn, and Snoring (25\" Wx26 Lx7.5 H)", "asin": "B01FINTS4M", "price": "$34.97", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Wedge Pillow For Sleeping Seniors Post Surgery Incline Pillow Bedsore Pressure Relief Cushions For Butt Lifting Patient Turning Triangle Foam Wedges For Bed Positioning Body Back Support (Blue)", "asin": "B07F1VWRR3", "price": "$28.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "CozyLux Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)", "asin": "B0D71Y19SP", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)", "asin": "B0995PXD7X", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:35:16.588Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>bed pillow</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>bed pillow</answer_argument>", "index": 214, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"onesmile Cervical Neck Pillow and Roll Neck Pillow - 2 in 1 Ergonomic Pillow for Neck Pain Relief, Neck Support Pillows for Sleeping, Memory Foam Pillow for Side, Back & Stomach Sleepers (Grey)\", \"asin\": \"B0DQY47PSV\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White\", \"asin\": \"B09V2H9LCV\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cooling Side Sleeper Pillow for Neck and Shoulder Pain, Luxury Shredded Memory Foam Curved Bed Pillows for Sleeping Set of 1- Adjustable Queen Size- Washable Cover Crescent White\", \"asin\": \"B0CCL1KMPZ\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"BHZ Goose Down Feather Pillows, Pillows Queen Size - Hotel Bed Pillows for Sleeping Soft and Supportive Pillows for Side and Back Sleepers - 1 Pack, Queen (20\\\" x 28\\\")\", \"asin\": \"B0C9L8K6FJ\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Bed Pillows for Sleeping Shredded Memory Foam Pillows Adjustable Gel Pillows for Side Stomach Back Sleepers Washable Removable Cover Standard Size Pack of 1\", \"asin\": \"B0BFRH42QJ\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WEEKENDER Gel Memory Foam Pillow - Standard Size - 1-Pack - Medium Plush Feel - Neck & Shoulder Support - For Back, Side, & Stomach Sleepers - Home, Hotel, & Hospital Essentials\", \"asin\": \"B01N6RQ4FF\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Pillowflex Synthetic Down Pillow Insert - 22x22 Down Alternative, Ultra Soft Large Square Throw Pillow, Couch Sham, Bed Sleeping - 1 Decorative Accent Form\", \"asin\": \"B00GDJLKW4\", \"price\": \"$33.76\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FluffCo Zen Fluff Pillows - Down Alternative Queen Size Pillow - Standard/Queen Bed Pillow for Sleeping Made in USA - Luxury Hotel Pillow - 100% Cotton 300 Thread Count (Soft Queen Size 1 Pack)\", \"asin\": \"B09XSR2JR8\", \"price\": \"$69.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Three Geese White Goose Feather and Polyester Bed Pillows Queen/Standard Size Set of 1- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support, White Solid\", \"asin\": \"B074SDLVFK\", \"price\": \"$27.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HOMELAB Adjustable Shredded Memory Foam Pillow Queen Size, Cooling Bed Pillow for Sleeping with Removable Cover, Medium Pillow for Side Stomach & Back Sleepers, 1 Pack 20\\\"x28\\\"\", \"asin\": \"B0BV9ZJLRS\", \"price\": \"$33.91\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Three Geese Adjustable Layer Goose Feather Pillow,Assembled Bed Pillow,100% Soft Cotton Cover,Good for Side and Back Stomach Sleeper, Standard/Queen Size,Packaging Include 1 Pillow.\", \"asin\": \"B07VRBM3GS\", \"price\": \"$39.98\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Memory Foam Pillows for Sleeping, Cooling Pillow with Removable and Machine Washable Cover, Bed Pillow for Side, Back and Stomach Sleepers, Standard Size (1 Pack)\", \"asin\": \"B0CYCKKT3Q\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Youth Pillow - 16 X 22 - Soft & Hypoallergenic - Kids Sleeping Pillow - Toddler Bed Pillow - Perfect Size - Backed by Our Love The Fluff Guarantee (1 Pack)\", \"asin\": \"B075XHX8WC\", \"price\": \"$26.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Vaverto Gel Memory Foam Pillow - Standard Size, 1 Pack, Firm Pillow for Neck and Shoulder Support, Orthopedic, Firm, Cooling, Contoured Memory Foam Pillows for Back, Side, Stomach Sleepers\", \"asin\": \"B0CZ7KPBGH\", \"price\": \"$33.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)\", \"asin\": \"B0DLF86LD1\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pharmedoc Cooling Memory Foam Bed Rest Pillows, 1 Pack, Ventilated Lilac Dreamer, Reading, Standard, Back and Side Sleeper Support, Sleeping Pillows for Adults\", \"asin\": \"B0BFJSSDRR\", \"price\": \"$29.95\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Comfort Revolution Blue Bubble Gel + Memory Foam Pillow, Standard (Pack of 1), White\", \"asin\": \"B0848BTJFL\", \"price\": \"$39.77\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"FluffCo Zen Fluff Pillows - Down Alternative Queen Size Pillow - Standard/Queen Bed Pillow for Sleeping Made in USA - Luxury Hotel-Quality Pillow - 100% Cotton, 300 Thread Count (Queen Size 1 Pack)\", \"asin\": \"B09XSTN2Q4\", \"price\": \"$69.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 1 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows King Size with Washable Removable Cover\", \"asin\": \"B0B56QPWRJ\", \"price\": \"$34.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"McKesson Medical Pillow [1 Count] Limited Reusable Hospital Bed Pillows, Fluid Moisture and Stain-Resistant, Blue, 20 in x 26 in\", \"asin\": \"B01M2COW3K\", \"price\": \"$15.90\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"7.5 Inch Bed Wedge Pillow for Acid Reflux or Sleeping \| 1.5 Inch Memory Foam Top with Stay Cool Cover \| Incline Leg Elevation Pillows \| Ideal for Gerd, Heartburn, and Snoring (25\\\" Wx26 Lx7.5 H)\", \"asin\": \"B01FINTS4M\", \"price\": \"$34.97\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Wedge Pillow For Sleeping Seniors Post Surgery Incline Pillow Bedsore Pressure Relief Cushions For Butt Lifting Patient Turning Triangle Foam Wedges For Bed Positioning Body Back Support (Blue)\", \"asin\": \"B07F1VWRR3\", \"price\": \"$28.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Standard Size Set of 1, Hotel Quality Bed Pillows for Sleeping 1 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Pillows (18x26)\", \"asin\": \"B0D71Y19SP\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:35:16.588Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Down Alternative Queen Size Pillow - Standard/Queen Bed Pillow for Sleeping Made in USA - Luxury Hotel Pillow - 100% Cotton 300 Thread Count (Soft Queen Size 1 Pack)\", \"asin\": \"B09XSR2JR8\", \"price\": \"$69.00\", \"quantity\": \"\"},\n {\"title\": \"Feather Down Pillows King Size Set of 2 with Gusset, Luxury Hotel Collection Bed Pillow 2 Pack, Down Surrounded Pillows for Sleeping, Soft Fluffy for Side, Back Sleepers 20x36 in.\", \"asin\": \"B0DD7GPKPX\", \"price\": \"$119.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping, Queen Size Pillows Hotel Quality Set of 2, Firm and Supportive Gusseted Pillows for Side and Back Sleepers, Cooling Down Alternative Fluffy Soft Pillow (20x30 in)\", \"asin\": \"B09QM7MQL9\", \"price\": \"$37.04\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B08DTH86Q2\"\n},\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (Grey), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B09DSRLTQH\"\n},\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (Blue), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B01FXSVBNI\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Amazon Basics Down Alternative Bed Pillows, Medium Density For Back and Side Sleepers, King, 2-Pack, White, 36 in L x 20 in W\", \"asin\": \"B0835CCC4V\", \"price\": \"$27.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"Amazon Basics Down Alternative Pillows for Stomach and Back Sleepers, Soft Density, Standard, Pack of 2, White, 26 in L x 20 in W\", \"asin\": \"B073726R5M\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HUXMEYSON Pillows Standard Size Set of 4, Bed Pillows Set of 4, Down Alternative Luxury Hotel Pillows for Sleeping Standard Pillows Set of 4 for Side and Back Sleepers\", \"asin\": \"B0D6R9LGBF\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LAVANCE Pillows Queen Size Set of 2 Hotel Collection Pillows 3D Down Alternative Fiber Filling Soft Bed Pillows for Back, Stomach or Side Sleepers-1.2\\\" White Striped, 20\\\"x28\\\"\", \"asin\": \"B0BZNPKS5H\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White\", \"asin\": \"B09V2H9LCV\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tempur-Pedic Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White\", \"asin\": \"B07CMK551C\", \"price\": \"$118.26\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:36:52.908Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:36:52.908Z	click_product	B097CZCDQG	rule	2025-04-08T22:36:52.908Z	train	215	2025-04-08T22:36:52.908Z	click_product	B097CZCDQG	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White", "asin": "B08X4YD3KC", "price": "$24.99", "delivery": "FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23"}, {"title": "Amazon Basics Down Alternative Pillows for Stomach and Back Sleepers, Soft Density, Standard, Pack of 2, White, 26 in L x 20 in W", "asin": "B073726R5M", "price": "$21.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "HUXMEYSON Pillows Standard Size Set of 4, Bed Pillows Set of 4, Down Alternative Luxury Hotel Pillows for Sleeping Standard Pillows Set of 4 for Side and Back Sleepers", "asin": "B0D6R9LGBF", "price": "$33.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\"X28\"", "asin": "B0D7Q9FRHF", "price": "$28.80", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.", "asin": "B0CJ2FJH11", "price": "$30.59", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow", "asin": "B07N7GDB6Q", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover", "asin": "B07TMKXZQT", "price": "$39.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "LAVANCE Pillows Queen Size Set of 2 Hotel Collection Pillows 3D Down Alternative Fiber Filling Soft Bed Pillows for Back, Stomach or Side Sleepers-1.2\" White Striped, 20\"x28\"", "asin": "B0BZNPKS5H", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White", "asin": "B09V2H9LCV", "price": "$19.18", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Tempur-Pedic Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White", "asin": "B07CMK551C", "price": "$118.26", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)", "asin": "B0C2HTQYGQ", "price": "$18.69", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)", "asin": "B07Y2VWL56", "price": "$23.98", "delivery": "FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:36:52.908Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B097CZCDQG</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B097CZCDQG</answer_argument>", "index": 215, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"Amazon Basics Down Alternative Pillows for Stomach and Back Sleepers, Soft Density, Standard, Pack of 2, White, 26 in L x 20 in W\", \"asin\": \"B073726R5M\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HUXMEYSON Pillows Standard Size Set of 4, Bed Pillows Set of 4, Down Alternative Luxury Hotel Pillows for Sleeping Standard Pillows Set of 4 for Side and Back Sleepers\", \"asin\": \"B0D6R9LGBF\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LAVANCE Pillows Queen Size Set of 2 Hotel Collection Pillows 3D Down Alternative Fiber Filling Soft Bed Pillows for Back, Stomach or Side Sleepers-1.2\\\" White Striped, 20\\\"x28\\\"\", \"asin\": \"B0BZNPKS5H\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BETU Cooling Pillow Queen Size, Shredded Memory Foam Cool Pillow for Hot Sleepers, Adjustable Firm Soft Support Bed Pillows Perfect for Back Neck Pain and Side Sleeping with Pillow Case Cover, White\", \"asin\": \"B09V2H9LCV\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tempur-Pedic Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White\", \"asin\": \"B07CMK551C\", \"price\": \"$118.26\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:36:52.908Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (White)\"\n},\n {\n \"price\": \"$15.99\"\n},\n {\n \"bullet_list\": \"Duvet cover set - Includes a duvet cover full measuring 80 by 90 inches with a zippered closure, 2 pillowcases (shams) measuring 20 by 26 inches with a 2 inches flange which adds a classic decorative accent to the pillow shams (Comforter not included). Soft brushed microfiber \\u2013 Woven from brushed microfiber fabric, the duvet cover set is iron easy, wrinkle free, fade resistant and protects against any shrinkage after washing. Breathable & cool to touch, our duvet cover set will provide you with a restful sleep experience that will leave you feeling revitalized. Durability - The high tensile strength makes the duvet cover set strong, and less likely to rip or tear. Our duvet cover set maintains brightness and shape to ensure an elegant look for your bedroom while keeping your temperature regulated. Perfectly sewn closure - The hidden zipper closure of the duvet cover set facilitates inserting your duvet into the cover and keeps it secure without shifting or bunching up. Additionally, the duvet cover features seven tie knots that keeps the comforter in place. Washing instructions \\u2013 It is recommended to wash the duvet cover set with similar colored items for best results. Avoid washing it with dark colored items Easy care - Machine wash the duvet cover with like colors and tumble dry the duvet cover on low heat; (Close zipper completely when washing to secure tie knot)\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Full\"\n},\n {\n \"Color\": \"White\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\\\"x90\\\") & 2 Pillow Shams, NO Comforter\", \"asin\": \"07144d30\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"Bedsure White Duvet Cover Queen Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 90x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included\", \"asin\": \"10275f3b\", \"price\": \"$17.89\", \"quantity\": \"\"},\n {\"title\": \"Nestl White Duvet Cover Queen Size - Soft Double Brushed Queen Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 90x90 inches and 2 Pillow Shams\", \"asin\": \"7cad823e\", \"price\": \"$22.94\", \"quantity\": \"\"},\n {\"title\": \"KINMEROOM Olive Green Duvet Cover Queen Size Set, 3 Pieces, 1 Soft Bedding Duvet Cover 90\\u00d790 Inches with Zipper Closure 8 Ties and 2 Pillow Shams for Queen Size Bed (Olive, Queen)\", \"asin\": \"B0CJ242WBZ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Duvet Cover Queen Size - 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Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"PHF Waffle Weave Duvet Cover Set Queen Size, No Snagging Ultra Soft Luxury Textured Breathable Comforter Cover for All Season 3pcs, Durable Bedding Duvet Set with 2 Pillow Shams, 90\\\"x90\\\", White\", \"asin\": \"B0CM5S9WRT\", \"price\": \"$33.59\", \"quantity\": \"\"},\n {\"title\": \"Andency White Ruffle Duvet Cover Full(79x90Inch), 3 Pieces Soft Washed Microfiber Vintage Shabby Chic Farmhouse Ruffled Duvet Cover Set with Zipper Closure & Corner Ties\", \"asin\": \"B099NMQ2MH\", \"price\": \"$27.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Utopia Bedding\\u00a0Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (White)\", \"asin\": \"B09RWXK2SB\", \"price\": \"$15.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\\\"X90\\\" (Full Grey) Comforter Not Included\", \"asin\": \"B0C7C3QMMD\", \"price\": \"$18.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0White Duvet Cover Full Size - 3 Piece Bedding Comforter Covers - Zipper Closure - 1 Full Duvet Cover 80x90 inches and 2 Pillow Shams - No Comforter Included\", \"asin\": \"B0BM39L997\", \"price\": \"$15.59\"},\n {\"title\": \"Hearth & Harbor\\u00a0White Duvet Cover Full Size - 3 Piece Full Size Duvet Cover Set, Soft Double Brushed Full Duvet Covers with Button Closure, 1 Full Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B0BZ9V5C5P\", \"price\": \"$18.84\"},\n {\"title\": \"CGK Unlimited\\u00a0Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:37:30.204Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:37:30.204Z	click	review	rule	2025-04-08T22:37:30.204Z	train	216	2025-04-08T22:37:30.204Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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Soft brushed microfiber \u2013 Woven from brushed microfiber fabric, the duvet cover set is iron easy, wrinkle free, fade resistant and protects against any shrinkage after washing. Breathable & cool to touch, our duvet cover set will provide you with a restful sleep experience that will leave you feeling revitalized. Durability - The high tensile strength makes the duvet cover set strong, and less likely to rip or tear. Our duvet cover set maintains brightness and shape to ensure an elegant look for your bedroom while keeping your temperature regulated. Perfectly sewn closure - The hidden zipper closure of the duvet cover set facilitates inserting your duvet into the cover and keeps it secure without shifting or bunching up. Additionally, the duvet cover features seven tie knots that keeps the comforter in place. Washing instructions \u2013 It is recommended to wash the duvet cover set with similar colored items for best results. Avoid washing it with dark colored items Easy care - Machine wash the duvet cover with like colors and tumble dry the duvet cover on low heat; (Close zipper completely when washing to secure tie knot)" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "Full" }, { "Color": "White" } ], "promotion_items": [ {"title": "Bedsure White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\"x90\") & 2 Pillow Shams, NO Comforter", "asin": "07144d30", "price": "$16.14", "quantity": ""}, {"title": "Bedsure White Duvet Cover Queen Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 90x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included", "asin": "10275f3b", "price": "$17.89", "quantity": ""}, {"title": "Nestl White Duvet Cover Queen Size - Soft Double Brushed Queen Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 90x90 inches and 2 Pillow Shams", "asin": "7cad823e", "price": "$22.94", "quantity": ""}, {"title": "KINMEROOM Olive Green Duvet Cover Queen Size Set, 3 Pieces, 1 Soft Bedding Duvet Cover 90\u00d790 Inches with Zipper Closure 8 Ties and 2 Pillow Shams for Queen Size Bed (Olive, Queen)", "asin": "B0CJ242WBZ", "price": "$16.99", "quantity": ""}, {"title": "Utopia Bedding Duvet Cover Queen Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 90\"X90\" (Queen White) Comforter Not Included", "asin": "B0C7C36R29", "price": "$16.99", "quantity": ""}, {"title": "Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Queen Size (White)", "asin": "B00S1TC442", "price": "$20.66", "quantity": ""}, {"title": "Bedsure Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\"x90\") & 2 Pillow Shams, NO Comforter, White", "asin": "B08CXG4Z9B", "price": "$17.09", "quantity": ""}, {"title": "Bedsure Duvet Cover Queen Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 90x90 Inches with Zipper Closure & 2 Pillow Shams, Linen, Comforter Not Included", "asin": "B09YM372LR", "price": "$21.59", "quantity": ""}, {"title": "AveLom White Duvet Cover Queen (90 x 90 Inches)\uff0c 3 Pieces (1 Duvet Cover + 2 Pillow Cases) Stripe Zipper Closure Corner Ties Soft Washed Microfiber Duvet Cover for Men, Women", "asin": "B07YGVJTJG", "price": "$32.99", "quantity": ""}, {"title": "JELLYMONI 100% Natural Cotton 3pcs Striped Duvet Cover Sets with Zipper Closure & Corner Ties, White Comforter Cover with Grey Stripes Pattern Printed (Full Size)", "asin": "B08BXNFSQJ", "price": "$31.19", "quantity": ""}, {"title": "Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)", "asin": "B0CV47JFNX", "price": "$18.99", "quantity": ""}, {"title": "PHF Waffle Weave Duvet Cover Set Queen Size, No Snagging Ultra Soft Luxury Textured Breathable Comforter Cover for All Season 3pcs, Durable Bedding Duvet Set with 2 Pillow Shams, 90\"x90\", White", "asin": "B0CM5S9WRT", "price": "$33.59", "quantity": ""}, {"title": "Andency White Ruffle Duvet Cover Full(79x90Inch), 3 Pieces Soft Washed Microfiber Vintage Shabby Chic Farmhouse Ruffled Duvet Cover Set with Zipper Closure & Corner Ties", "asin": "B099NMQ2MH", "price": "$27.99", "quantity": ""} ], "comparison_items": [ {"title": "Utopia Bedding\u00a0Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (White)", "asin": "B09RWXK2SB", "price": "$15.99"}, {"title": "Utopia Bedding\u00a0Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\"X90\" (Full Grey) Comforter Not Included", "asin": "B0C7C3QMMD", "price": "$18.99"}, {"title": "ROYALE LINENS\u00a0White Duvet Cover Full Size - 3 Piece Bedding Comforter Covers - Zipper Closure - 1 Full Duvet Cover 80x90 inches and 2 Pillow Shams - No Comforter Included", "asin": "B0BM39L997", "price": "$15.59"}, {"title": "Hearth & Harbor\u00a0White Duvet Cover Full Size - 3 Piece Full Size Duvet Cover Set, Soft Double Brushed Full Duvet Covers with Button Closure, 1 Full Duvet Cover 80x90 inches and 2 Pillow Shams", "asin": "B0BZ9V5C5P", "price": "$18.84"}, {"title": "CGK Unlimited\u00a0Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)", "asin": "B0CV47JFNX", "price": "$18.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:37:30.204Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 216, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09RWXK2SB\"\n},\n {\n \"title\": \"Utopia Bedding Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (White)\"\n},\n {\n \"price\": \"$15.99\"\n},\n {\n \"bullet_list\": \"Duvet cover set - Includes a duvet cover full measuring 80 by 90 inches with a zippered closure, 2 pillowcases (shams) measuring 20 by 26 inches with a 2 inches flange which adds a classic decorative accent to the pillow shams (Comforter not included). Soft brushed microfiber \\u2013 Woven from brushed microfiber fabric, the duvet cover set is iron easy, wrinkle free, fade resistant and protects against any shrinkage after washing. Breathable & cool to touch, our duvet cover set will provide you with a restful sleep experience that will leave you feeling revitalized. Durability - The high tensile strength makes the duvet cover set strong, and less likely to rip or tear. Our duvet cover set maintains brightness and shape to ensure an elegant look for your bedroom while keeping your temperature regulated. Perfectly sewn closure - The hidden zipper closure of the duvet cover set facilitates inserting your duvet into the cover and keeps it secure without shifting or bunching up. Additionally, the duvet cover features seven tie knots that keeps the comforter in place. Washing instructions \\u2013 It is recommended to wash the duvet cover set with similar colored items for best results. Avoid washing it with dark colored items Easy care - Machine wash the duvet cover with like colors and tumble dry the duvet cover on low heat; (Close zipper completely when washing to secure tie knot)\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Full\"\n},\n {\n \"Color\": \"White\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\\\"x90\\\") & 2 Pillow Shams, NO Comforter\", \"asin\": \"07144d30\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"Bedsure White Duvet Cover Queen Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 90x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included\", \"asin\": \"10275f3b\", \"price\": \"$17.89\", \"quantity\": \"\"},\n {\"title\": \"Nestl White Duvet Cover Queen Size - Soft Double Brushed Queen Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 90x90 inches and 2 Pillow Shams\", \"asin\": \"7cad823e\", \"price\": \"$22.94\", \"quantity\": \"\"},\n {\"title\": \"KINMEROOM Olive Green Duvet Cover Queen Size Set, 3 Pieces, 1 Soft Bedding Duvet Cover 90\\u00d790 Inches with Zipper Closure 8 Ties and 2 Pillow Shams for Queen Size Bed (Olive, Queen)\", \"asin\": \"B0CJ242WBZ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Duvet Cover Queen Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 90\\\"X90\\\" (Queen White) Comforter Not Included\", \"asin\": \"B0C7C36R29\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Queen Size (White)\", \"asin\": \"B00S1TC442\", \"price\": \"$20.66\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\\\"x90\\\") & 2 Pillow Shams, NO Comforter, White\", \"asin\": \"B08CXG4Z9B\", \"price\": \"$17.09\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Duvet Cover Queen Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 90x90 Inches with Zipper Closure & 2 Pillow Shams, Linen, Comforter Not Included\", \"asin\": \"B09YM372LR\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"AveLom White Duvet Cover Queen (90 x 90 Inches)\\uff0c 3 Pieces (1 Duvet Cover + 2 Pillow Cases) Stripe Zipper Closure Corner Ties Soft Washed Microfiber Duvet Cover for Men, Women\", \"asin\": \"B07YGVJTJG\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"JELLYMONI 100% Natural Cotton 3pcs Striped Duvet Cover Sets with Zipper Closure & Corner Ties, White Comforter Cover with Grey Stripes Pattern Printed (Full Size)\", \"asin\": \"B08BXNFSQJ\", \"price\": \"$31.19\", \"quantity\": \"\"},\n {\"title\": \"Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"PHF Waffle Weave Duvet Cover Set Queen Size, No Snagging Ultra Soft Luxury Textured Breathable Comforter Cover for All Season 3pcs, Durable Bedding Duvet Set with 2 Pillow Shams, 90\\\"x90\\\", White\", \"asin\": \"B0CM5S9WRT\", \"price\": \"$33.59\", \"quantity\": \"\"},\n {\"title\": \"Andency White Ruffle Duvet Cover Full(79x90Inch), 3 Pieces Soft Washed Microfiber Vintage Shabby Chic Farmhouse Ruffled Duvet Cover Set with Zipper Closure & Corner Ties\", \"asin\": \"B099NMQ2MH\", \"price\": \"$27.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Utopia Bedding\\u00a0Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (White)\", \"asin\": \"B09RWXK2SB\", \"price\": \"$15.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\\\"X90\\\" (Full Grey) Comforter Not Included\", \"asin\": \"B0C7C3QMMD\", \"price\": \"$18.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0White Duvet Cover Full Size - 3 Piece Bedding Comforter Covers - Zipper Closure - 1 Full Duvet Cover 80x90 inches and 2 Pillow Shams - No Comforter Included\", \"asin\": \"B0BM39L997\", \"price\": \"$15.59\"},\n {\"title\": \"Hearth & Harbor\\u00a0White Duvet Cover Full Size - 3 Piece Full Size Duvet Cover Set, Soft Double Brushed Full Duvet Covers with Button Closure, 1 Full Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B0BZ9V5C5P\", \"price\": \"$18.84\"},\n {\"title\": \"CGK Unlimited\\u00a0Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:37:30.204Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:37:41.796Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:37:41.796Z	click_product	B0B49MZLDB	rule	2025-04-08T22:37:41.796Z	train	217	2025-04-08T22:37:41.796Z	click_product	B0B49MZLDB	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO", "asin": "B079NR9CTD", "price": "$17.99", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count", "asin": "B00TXY32FY", "price": "$19.95", "quantity": ""}, {"title": "Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.", "asin": "B076YBFS5S", "price": "$15.73", "quantity": ""}, {"title": "Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine", "asin": "B09MR5D5YS", "price": "$29.97", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored", "asin": "B078JZQ5QL", "price": "$44.49", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "selected": true, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Item Package Quantity": "1"}, {"Size": "12x20 Inch"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:37:41.796Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0B49MZLDB</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B0B49MZLDB</answer_argument>", "index": 217, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO\", \"asin\": \"B079NR9CTD\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count\", \"asin\": \"B00TXY32FY\", \"price\": \"$19.95\", \"quantity\": \"\"},\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine\", \"asin\": \"B09MR5D5YS\", \"price\": \"$29.97\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored\", \"asin\": \"B078JZQ5QL\", \"price\": \"$44.49\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:37:41.796Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B097CZCDQG\"\n},\n {\n \"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Breathable Material: EIUE bed pillow for sleeping goes with a breathable cotton cover and breathable down alternative microfiber, which is friendly to skin and ensures you a comfortable night's sleep. Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Queen Pillow is 20 x 30inches(48cm x 74cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Glaciman Bed Pillows for Sleeping Queen Size Set of 2, Hotel Quality Queen Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\\uff0c20X28 inches\", \"asin\": \"B0BPBZDX6N\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Mayfair Linen Bed Pillows for Sleeping - Standard Size Set of 2, Down Alternative Standard Bed Pillows for Back and Side Sleepers - 19 x 24 in, Firm Gusseted Soft Cooling Breathable Cotton Bed Pillow\", \"asin\": \"B0BLK9K7PC\", \"price\": \"$33.59\", \"quantity\": \"\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Queen Size(20\\\"x28\\\") Set of 4 Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers\", \"asin\": \"B0BQ72RJ48\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"EIUE\\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray\", \"asin\": \"B0CSX435PT\", \"price\": \"$20.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:03.925Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:38:03.925Z	click	product_option	rule	2025-04-08T22:38:03.925Z	train	218	2025-04-08T22:38:03.925Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Queen Pillow is 20 x 30inches(48cm x 74cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "White" }, { "Size": "Standard (2Pack)" } ], "promotion_items": [ {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "Glaciman Bed Pillows for Sleeping Queen Size Set of 2, Hotel Quality Queen Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\uff0c20X28 inches", "asin": "B0BPBZDX6N", "price": "$25.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "quantity": ""}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...", "asin": "B0C1JHW1WQ", "price": "$16.99", "quantity": ""}, {"title": "Mayfair Linen Bed Pillows for Sleeping - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "EIUE\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray", "asin": "B0CSX435PT", "price": "$20.99"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:38:03.925Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 218, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Glaciman Bed Pillows for Sleeping Queen Size Set of 2, Hotel Quality Queen Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\\uff0c20X28 inches\", \"asin\": \"B0BPBZDX6N\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Mayfair Linen Bed Pillows for Sleeping - Standard Size Set of 2, Down Alternative Standard Bed Pillows for Back and Side Sleepers - 19 x 24 in, Firm Gusseted Soft Cooling Breathable Cotton Bed Pillow\", \"asin\": \"B0BLK9K7PC\", \"price\": \"$33.59\", \"quantity\": \"\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Queen Size(20\\\"x28\\\") Set of 4 Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers\", \"asin\": \"B0BQ72RJ48\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"EIUE\\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray\", \"asin\": \"B0CSX435PT\", \"price\": \"$20.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:03.925Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B4Z6W16R\"\n},\n {\n \"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\"\n},\n {\n \"price\": \"$18.89\"\n},\n {\n \"bullet_list\": \"Breathable Material: EIUE bed pillow for sleeping goes with a breathable cotton cover and breathable down alternative microfiber, which is friendly to skin and ensures you a comfortable night's sleep. Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Standard Pillow is 20 x 26inches(48cm x 66cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"King (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)\", \"asin\": \"/promo/A106EKV21IIOK3\", \"price\": \"$24.77\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow\", \"asin\": \"B0F18CZDVB\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:07.822Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:38:07.822Z	click	product_option	rule	2025-04-08T22:38:07.822Z	train	219	2025-04-08T22:38:07.822Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Standard Pillow is 20 x 26inches(48cm x 66cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "White" }, { "Size": "King (2Pack)" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...", "asin": "B0CJ2FJH11", "price": "$30.59", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "quantity": ""}, {"title": "Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\"x26\")", "asin": "B083DRWNY9", "price": "$21.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)", "asin": "B0BYYGZDJ6", "price": "$23.99", "quantity": ""}, {"title": "DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers", "asin": "3cbe8757", "price": "$29.99", "quantity": ""}, {"title": "Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #", "asin": "B0F1938XLX", "price": "$18.99", "quantity": ""}, {"title": "Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support", "asin": "B006JQ48JI", "price": "$40.99", "quantity": ""}, {"title": "vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)", "asin": "/promo/A106EKV21IIOK3", "price": "$24.77", "quantity": ""}, {"title": "UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers", "asin": "/promo/A1V6YDMQBMNJI1", "price": "$32.99", "quantity": ""}, {"title": "Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow", "asin": "B0F18CZDVB", "price": "$21.99", "quantity": ""} ], "comparison_items": [ {"title": "EIUE\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89"}, {"title": "MOLCLCUY\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90"}, {"title": "JOLLYVOGUE\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99"}, {"title": "Homemate\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "LANE LINEN\u00a0Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:38:07.822Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 219, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B4Z6W16R\"\n},\n {\n \"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\"\n},\n {\n \"price\": \"$18.89\"\n},\n {\n \"bullet_list\": \"Breathable Material: EIUE bed pillow for sleeping goes with a breathable cotton cover and breathable down alternative microfiber, which is friendly to skin and ensures you a comfortable night's sleep. Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Standard Pillow is 20 x 26inches(48cm x 66cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"King (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)\", \"asin\": \"/promo/A106EKV21IIOK3\", \"price\": \"$24.77\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow\", \"asin\": \"B0F18CZDVB\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:07.822Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the King Pillow is 20 x 36inches(48cm x 9166cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, ...\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)\", \"asin\": \"/promo/A106EKV21IIOK3\", \"price\": \"$24.77\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow\", \"asin\": \"B0F18CZDVB\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack King Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 36 Inches\", \"asin\": \"B0B4ZGBQ86\", \"price\": \"$22.99\"},\n {\"title\": \"Mr.Ye\\u00a0Bed Pillows for Sleeping King Size 2 Pack Premium Luxury Hotel Quality Soft Pillows Down Alternative Filling for Back, Stomach or Side Sleepers, White\", \"asin\": \"B0BZCDKYTJ\", \"price\": \"$22.03\"},\n {\"title\": \"OFNEED\\u00a0Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\"},\n {\"title\": \"EIUE\\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray\", \"asin\": \"B0CSX435PT\", \"price\": \"$20.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMJ635\", \"price\": \"$22.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack Extra Large Size, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,19x34Inches\", \"asin\": \"B0CNT9G8XT\", \"price\": \"$29.98\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:10.722Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:38:10.722Z	click	product_option	rule	2025-04-08T22:38:10.722Z	train	220	2025-04-08T22:38:10.722Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the King Pillow is 20 x 36inches(48cm x 9166cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "White" }, { "Size": "Standard (2Pack)" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers", "asin": "B08V1277FB", "price": "$25.99", "quantity": ""}, {"title": "Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, ...", "asin": "B0CFR2VN98", "price": "$21.99", "quantity": ""}, {"title": "CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)", "asin": "B0BYYGZDJ6", "price": "$23.99", "quantity": ""}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the King Pillow is 20 x 36inches(48cm x 9166cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, ...\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)\", \"asin\": \"/promo/A106EKV21IIOK3\", \"price\": \"$24.77\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow\", \"asin\": \"B0F18CZDVB\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack King Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 36 Inches\", \"asin\": \"B0B4ZGBQ86\", \"price\": \"$22.99\"},\n {\"title\": \"Mr.Ye\\u00a0Bed Pillows for Sleeping King Size 2 Pack Premium Luxury Hotel Quality Soft Pillows Down Alternative Filling for Back, Stomach or Side Sleepers, White\", \"asin\": \"B0BZCDKYTJ\", \"price\": \"$22.03\"},\n {\"title\": \"OFNEED\\u00a0Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\"},\n {\"title\": \"EIUE\\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray\", \"asin\": \"B0CSX435PT\", \"price\": \"$20.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMJ635\", \"price\": \"$22.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack Extra Large Size, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,19x34Inches\", \"asin\": \"B0CNT9G8XT\", \"price\": \"$29.98\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:10.722Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Full\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"Mellanni Queen Sheets Set - 4 PC Iconic Collection Bedding - Hotel Luxury, Extra Soft, Cooling Bed Sheets - Wrinkle, Fade, Stain Resistant (Queen, White)\", \"asin\": \"B00NLLUMOE\", \"price\": \"$34.97\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - 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7 Pieces Reversible Grey Bedding, California King Size Bed Set for All Seasons, Bed in a Bag with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"b3df17c9\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Boho Duvet Cover Queen Size - Boho Bedding, Tufted Queen Duvet Cover for All Seasons, 3 Pieces Embroidery Shabby Chic Home Bedding,Comforter Not Included (White, 90\\\" x 90\\\")\", \"asin\": \"98c55944\", \"price\": \"$29.69\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:20.250Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:38:20.250Z	click	product_option	rule	2025-04-08T22:38:20.250Z	train	221	2025-04-08T22:38:20.250Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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7 Pieces Reversible Grey Bedding, California King Size Bed Set for All Seasons, Bed in a Bag with Down Alternative Comforter, Sheets, Pillowcases & Shams", "asin": "b3df17c9", "price": "$49.98", "quantity": ""}, {"title": "Bedsure Boho Duvet Cover Queen Size - Boho Bedding, Tufted Queen Duvet Cover for All Seasons, 3 Pieces Embroidery Shabby Chic Home Bedding,Comforter Not Included (White, 90\" x 90\")", "asin": "98c55944", "price": "$29.69", "quantity": ""} ], "comparison_items": [ {"title": "Bedsure\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "price": "$22.99"}, {"title": "Bedsure\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLP3QSF", "price": "$28.49"}, {"title": "ROSGONIA\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "B08YXKR996", "price": "$29.99"}, {"title": "Bedsure\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0C27JYSJP", "price": "$30.39"}, {"title": "Basic Beyond\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding", "asin": "B0CSYVHZZV", "price": "$25.99"}, {"title": "weigelia\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:38:20.250Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 221, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Full\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"California Design Den Natural 100% Cotton Sheets Queen Size Bed Set - Soft 400 Thread Count Sateen, Queen Sheets, Deep Pockets with All Around Elastic for A, Cool & Durable Bedding - White\", \"asin\": \"B06XS1P6NG\", \"price\": \"$38.24\", \"quantity\": \"\"},\n {\"title\": \"Mellanni Queen Sheets Set - 4 PC Iconic Collection Bedding - Hotel Luxury, Extra Soft, Cooling Bed Sheets - Wrinkle, Fade, Stain Resistant (Queen, White)\", \"asin\": \"B00NLLUMOE\", \"price\": \"$34.97\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Beige Comforter Set Queen, 3pcs (1 Boho Beige Comforter & 2 Pillowcases), All Season Bedding Lightweight Soft Bedspread Blanket Quilt\", \"asin\": \"B0CL6D7TQL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure King Size Quilt Bedding Set - Soft Ultrasonic King Bedspread - White Coverlet Quilted Bedding - Lightweight Comforter Set for All Seasons (Includes 2 Pillow Shams)\", \"asin\": \"c557c1b8\", \"price\": \"$27.19\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Striped Boho Duvet Cover Queen Size - Shabby Chic Tufted Boho Bedding Set, 3 Pieces Shabby Chic Home Bedding for All Seasons, Includes 1 Queen Duvet Cover & 2 Pillowcases (Pumpkin, 90\\\" x 90\\\")\", \"asin\": \"e8e85257\", \"price\": \"$18.14\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Waffle Comforter Set Queen, Soft and Breathable Coconut White Bedding Comforter Set, 3 Pieces, 1 Waffle Weave Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"/promo/A22G67HR3HA5XH\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Duvet Cover with Fitted Sheet - Soft Double Brushed Bedding Set with Zipper Closure, 6 Pieces, Includes 1 Duvet Cover, 1 Fitted Sheet, 2 Pillow Shams, 2 Pillowcases, NO Comforter, White\", \"asin\": \"07144d30\", \"price\": \"$31.25\", \"quantity\": \"\"},\n {\"title\": \"Bedsure California King Comforter Set - 7 Pieces Reversible Grey Bedding, California King Size Bed Set for All Seasons, Bed in a Bag with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"b3df17c9\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Boho Duvet Cover Queen Size - Boho Bedding, Tufted Queen Duvet Cover for All Seasons, 3 Pieces Embroidery Shabby Chic Home Bedding,Comforter Not Included (White, 90\\\" x 90\\\")\", \"asin\": \"98c55944\", \"price\": \"$29.69\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:20.250Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:42.819Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:38:42.819Z	input	1 Full Size Comforter	rule	2025-04-08T22:38:42.819Z	train	222	2025-04-08T22:38:42.819Z	input	1 Full Size Comforter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO", "asin": "B079NR9CTD", "price": "$17.99", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count", "asin": "B00TXY32FY", "price": "$19.95", "quantity": ""}, {"title": "Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.", "asin": "B076YBFS5S", "price": "$15.73", "quantity": ""}, {"title": "Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine", "asin": "B09MR5D5YS", "price": "$29.97", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored", "asin": "B078JZQ5QL", "price": "$44.49", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "selected": true, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Item Package Quantity": "1"}, {"Size": "12x20 Inch"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:38:42.819Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>1 Full Size Comforter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>1 Full Size Comforter</answer_argument>", "index": 222, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Anthony's Organic Black Maca Powder, 1 lb, Raw, Gluten Free & Non GMO\", \"asin\": \"B079NR9CTD\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Double Strength L-Theanine Supplement - Suntheanine Softgels for Focus, Relaxation & Alertness - Non-Drowsy Support Made with Coconut Oil, Non-GMO & Gluten Free - 200mg, 60 Count\", \"asin\": \"B00TXY32FY\", \"price\": \"$19.95\", \"quantity\": \"\"},\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Creatine Monohydrate Powder Micronized PreWorkout Recovery Supplement \| Support Muscle Building Strength Training Cognition \| Vegan & Keto Friendly Easily Mixes (60 Serving) Unflavored Active Creatine\", \"asin\": \"B09MR5D5YS\", \"price\": \"$29.97\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Transparent Labs Creatine HMB - Creatine Monohydrate Powder with HMB for Muscle Growth, Increased Strength, Enhanced Energy Output, and Improved Athletic Performance - 30 Servings, Unflavored\", \"asin\": \"B078JZQ5QL\", \"price\": \"$44.49\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:38:42.819Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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\"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux White Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Boho Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season(1 Comforter & 2 Pillowcases)\", \"asin\": \"B0CFXFHD2P\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Litanika Comforter Full Size Set Sage Green, 3 Pieces Lightweight Bed Comforter Full, Solid Bedding Comforters Sets, Soft All Season Down Alternative Comforter Quilt Blanket\", \"asin\": \"B0BBLTPNZ4\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - Beige Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams, Beige\", \"asin\": \"B0D1K99RXN\", \"price\": \"$29.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Full Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Full 86 x 82 Inches\", \"asin\": \"B087YZZLVS\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Full Size (White)\", \"asin\": \"B07NZPHQ1B\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Comforters Full Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)\", \"asin\": \"B07PQJNTBT\", \"price\": \"$22.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (Spa Blue)\", \"asin\": \"B0CX5KX22Q\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Litanika Full Size Comforter Sets Black White Grey - 3 Pieces Lightweight Bedding Set, All Season Down Alternative Comforter (1 Comforter, 2 Pillowcases)\", \"asin\": \"B09JNMPN4P\", \"price\": \"$37.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Full Size Comforter Set, Grey Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CR8ZWKRR\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ROSGONIA Comforter Full Size for Girls Boys Teens Beige, 3pcs (1 Boho Comforter & 2 Pillowcases), Lightweight Dorm Bedding Soft All Season Bed Set\", \"asin\": \"B0CL6CPYVW\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Full Comforter Set - Cooling and Warm Bed Set, Charcoal Black Reversible Bedding for All Season, 3 Pieces, 1 Full Size Comforter (82\\\"x88\\\") and 2 Pillow Cases (20\\\"x26\\\")\", \"asin\": \"B0C14C16ZP\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Basic Beyond Full Size Comforter Set - Navy and Grey Comforter Set Full, Reversible Comforter Full Size Set, 1 Comforter (82\\\"x92\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0C61HXH7W\", \"price\": \"$36.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 Only 16 left in stock - order soon.\"},\n {\"title\": \"Bedsure Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\\\"x90\\\") & 2 Pillow Shams, NO Comforter, Slate Blue\", \"asin\": \"B0BLVBYPL8\", \"price\": \"$20.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Navy Blue Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season (1 Comforter & 2 Pillowcases)\", \"asin\": \"B0DCJR367K\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Modern Threads Down Alternative Microfiber Quilted Reversible Comforter & Duvet Insert - Soft, Comfortable Alternative to Goose Down - Bedding for All Seasons Rosewood/Rose Twin\", \"asin\": \"B0B75Y4536\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Pre-Washed Queen Size Comforter Set- Duvet Insert Queen Size - 3 Piece Comforter Set - Ultra Soft & Cozy Comforter Queen Size - 100% Microfiber Bedding Queen Size Comforter Set- Vanilla\", \"asin\": \"B0CKM3TWRM\", \"price\": \"$34.99\", \"delivery\": \"FREE delivery Tue, Apr 15 on $35 of items shipped by Amazon\"},\n {\"title\": \"JANZAA Full Size Pink Comforter Set 3PCS - 1 Ruffled Comforter & 2 Pillow Cases - Blush Pink - Vintage Farmhouse Shabby Chic Bedding - Soft All Season\", \"asin\": \"B0B8YL7B6J\", \"price\": \"$31.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"AMWAN Cream White Duvet Cover Full Size Soft Washed Microfiber Ivory Duvet Cover with Zipper Closure Boho 3 Pieces Bedding Set Off White Comforter Cover 1 Cream Duvet Cover 80\\u201dx90\\u201d with 2 Pillowcases\", \"asin\": \"B0D21L8B3G\", \"price\": \"$33.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0DFNWDDMG\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)\", \"asin\": \"B09WRJ8TWM\", \"price\": \"$21.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JANZAA Full Size Comforter Sage Green 3PCS 1 Ruffled Comforter Set and 2 Pillow Cases Fluffy Vintage Farmhouse Shabby Chic Bedding Soft All Season\", \"asin\": \"B0B8YM3SRK\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SDIII 3PCS Blue Floral Comforter Set Full, 1 Comforter Full Size Floral + 2 Pillowcases, Blue Flower Vintage Bedding Set, Aesthetic Bedroom Decor\", \"asin\": \"B0D5H9Y7GC\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"HIG 3pc Down Alternative Comforter Set - All Season Reversible Comforter with Two Sham - Quilted Duvet Insert with Corner Tabs - Box Stitched - Breathable, Soft, Fluffy (Twin/Twin XL, Pure White)\", \"asin\": \"B072Z6XC2Y\", \"price\": \"$24.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25XGK3C\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Love's cabin Twin Comforter Set Black, 5 Pieces Twin Bed in a Bag, All Season Twin Bedding Sets with 1 Comforter, 1 Flat Sheet, 1 Fitted Sheet, 1 Pillowcase and 1 Pillow Sham\", \"asin\": \"B0BC97TP8W\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 15 - 22 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 18\"},\n {\"title\": \"YIRDDEO Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\\\"x90\\\") & 2 Pillow Shams(20\\\"x26\\\"), White\", \"asin\": \"B0B5R8G21R\", \"price\": \"$35.69\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"YIRDDEO Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)\", \"asin\": \"B0BXL2H1LD\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included\", \"asin\": \"B0CL6BVD9L\", \"price\": \"$23.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25WLNRW\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MWMWMW Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases\", \"asin\": \"B0D1XBSXFL\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set\", \"asin\": \"B0CX1NR4YW\", \"price\": \"$58.19\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Andency White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls\", \"asin\": \"B08BZ2K1DH\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Homelike Moment Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\\u201dx90\\u201c+2 Shams 20\\u201cx26\\u201d\", \"asin\": \"B096RY9ZR3\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Love's cabin Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0CR5RWTGM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Bedsure Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams\", \"asin\": \"B0CCVRBL5Y\", \"price\": \"$48.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Smoofy Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases\", \"asin\": \"B0C7Q27PS9\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases\", \"asin\": \"B0B7NGPZ21\", \"price\": \"$38.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"DOWNCOOL Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\\\"x86\\\") & 2 Pillowcases\", \"asin\": \"B0BZV1KCND\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams\", \"asin\": \"B0CL4XPZKD\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Litanika Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)\", \"asin\": \"B0BKFHKZLL\", \"price\": \"$29.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tailor Shop Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\\u2026\", \"asin\": \"B09TQKNY9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black\", \"asin\": \"B0DT2LFH8K\", \"price\": \"$45.00\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Feelyou Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey\", \"asin\": \"B0946QV4DP\", \"price\": \"$42.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Andency Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set\", \"asin\": \"B0CLS17XSQ\", \"price\": \"$47.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"CozyLux Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full\", \"asin\": \"B0C4GL95HB\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Anluoer Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet\", \"asin\": \"B0DL5G6GJJ\", \"price\": \"$41.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"MAG 3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)\", \"asin\": \"B0CR5WPTPD\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HYMOKEGE Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJCMTBS\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOKOLO Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey\", \"asin\": \"B0CQ8FHD9G\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"CozyLux Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0B4W93W4F\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\\\"X90\\\" (Full Beige) Comforter Not Included\", \"asin\": \"B0C7C7L534\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tailor Shop Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\\u2026\\u2026\\u2026\", \"asin\": \"B09P53ST9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Nestl Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B01BI5QEMI\", \"price\": \"$24.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Northwest Realtree Full Size, Bed in a Bag Set, 1 Comforter, 1 Fitted Sheet, 1 Flat Sheet, 2 Pillowcases, All Seasons, Camo Bedding, APX\", \"asin\": \"B0DKQSV7DP\", \"price\": \"$43.35\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"3 Pieces Full Size Comforter Set for Boys Farmhouse Yellow Bedding Set with Black Heart All Season Fluffy Soft Lightweight(1 Comforter & 2 Pillowshams)\", \"asin\": \"B0DRV7BWMH\", \"price\": \"$32.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Andency Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)\", \"asin\": \"B0CC1RF7FK\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Geometric Green Black Comforter Set,Light Honeycomb 3 Piece Bedding Set Full Size for Teen Boys,Modern Quilt Set Geometry Decor,Microfiber Lightweight 1 Comforter 2 Pillowcases All Season\", \"asin\": \"B0D25CGGM7\", \"price\": \"$48.50\", \"delivery\": \"$8.80 delivery Apr 17 - 28\"},\n {\"title\": \"Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases\", \"asin\": \"B0CQXBXNCD\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WRENSONGE Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons\", \"asin\": \"B0CQT8HW44\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:40:00.008Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:40:00.008Z	click_product	B0CV47JFNX	rule	2025-04-08T22:40:00.008Z	train	223	2025-04-08T22:40:00.008Z	click_product	B0CV47JFNX	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "1 Full Size Comforter" } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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18"}, {"title": "YIRDDEO Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\"x90\") & 2 Pillow Shams(20\"x26\"), White", "asin": "B0B5R8G21R", "price": "$35.69", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "YIRDDEO Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)", "asin": "B0BXL2H1LD", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bedsure Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included", "asin": "B0CL6BVD9L", "price": "$23.79", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "CozyLux Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0D25WLNRW", "price": "$30.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MWMWMW Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases", "asin": "B0D1XBSXFL", "price": "$27.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon."}, {"title": "Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set", "asin": "B0CX1NR4YW", "price": "$58.19", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bedsure Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B0BQJB92KJ", "price": "$25.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Andency White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls", "asin": "B08BZ2K1DH", "price": "$27.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Homelike Moment Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\u201dx90\u201c+2 Shams 20\u201cx26\u201d", "asin": "B096RY9ZR3", "price": "$31.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Love's cabin Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B0CR5RWTGM", "price": "$27.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Bedsure Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams", "asin": "B0CCVRBL5Y", "price": "$48.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter"}, {"title": "Smoofy Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases", "asin": "B0C7Q27PS9", "price": "$47.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases", "asin": "B0B7NGPZ21", "price": "$38.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "DOWNCOOL Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\"x86\") & 2 Pillowcases", "asin": "B0BZV1KCND", "price": "$31.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams", "asin": "B0CL4XPZKD", "price": "$47.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Litanika Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)", "asin": "B0BKFHKZLL", "price": "$29.09", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Tailor Shop Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\u2026", "asin": "B09TQKNY9L", "price": "$50.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black", "asin": "B0DT2LFH8K", "price": "$45.00", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Feelyou Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey", "asin": "B0946QV4DP", "price": "$42.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Andency Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set", "asin": "B0CLS17XSQ", "price": "$47.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "CozyLux Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full", "asin": "B0C4GL95HB", "price": "$35.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Anluoer Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet", "asin": "B0DL5G6GJJ", "price": "$41.39", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "MAG 3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)", "asin": "B0CR5WPTPD", "price": "$29.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "HYMOKEGE Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey", "asin": "B0BNJCMTBS", "price": "$35.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "JOKOLO Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey", "asin": "B0CQ8FHD9G", "price": "$29.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon."}, {"title": "CozyLux Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams", "asin": "B0B4W93W4F", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Utopia Bedding Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\"X90\" (Full Beige) Comforter Not Included", "asin": "B0C7C7L534", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Tailor Shop Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\u2026\u2026\u2026", "asin": "B09P53ST9L", "price": "$50.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Nestl Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams", "asin": "B01BI5QEMI", "price": "$24.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Northwest Realtree Full Size, Bed in a Bag Set, 1 Comforter, 1 Fitted Sheet, 1 Flat Sheet, 2 Pillowcases, All Seasons, Camo Bedding, APX", "asin": "B0DKQSV7DP", "price": "$43.35", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "3 Pieces Full Size Comforter Set for Boys Farmhouse Yellow Bedding Set with Black Heart All Season Fluffy Soft Lightweight(1 Comforter & 2 Pillowshams)", "asin": "B0DRV7BWMH", "price": "$32.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Andency Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)", "asin": "B0CC1RF7FK", "price": "$43.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Geometric Green Black Comforter Set,Light Honeycomb 3 Piece Bedding Set Full Size for Teen Boys,Modern Quilt Set Geometry Decor,Microfiber Lightweight 1 Comforter 2 Pillowcases All Season", "asin": "B0D25CGGM7", "price": "$48.50", "delivery": "$8.80 delivery Apr 17 - 28"}, {"title": "Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases", "asin": "B0CQXBXNCD", "price": "$27.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "WRENSONGE Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons", "asin": "B0CQT8HW44", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:40:00.008Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0CV47JFNX</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B0CV47JFNX</answer_argument>", "index": 223, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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Beige Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams, Beige\", \"asin\": \"B0D1K99RXN\", \"price\": \"$29.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Full Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Full 86 x 82 Inches\", \"asin\": \"B087YZZLVS\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Utopia Bedding Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Full Size (White)\", \"asin\": \"B07NZPHQ1B\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Comforters Full Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)\", \"asin\": \"B07PQJNTBT\", \"price\": \"$22.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (Spa Blue)\", \"asin\": \"B0CX5KX22Q\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Litanika Full Size Comforter Sets Black White Grey - 3 Pieces Lightweight Bedding Set, All Season Down Alternative Comforter (1 Comforter, 2 Pillowcases)\", \"asin\": \"B09JNMPN4P\", \"price\": \"$37.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Full Size Comforter Set, Grey Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CR8ZWKRR\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ROSGONIA Comforter Full Size for Girls Boys Teens Beige, 3pcs (1 Boho Comforter & 2 Pillowcases), Lightweight Dorm Bedding Soft All Season Bed Set\", \"asin\": \"B0CL6CPYVW\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Full Comforter Set - Cooling and Warm Bed Set, Charcoal Black Reversible Bedding for All Season, 3 Pieces, 1 Full Size Comforter (82\\\"x88\\\") and 2 Pillow Cases (20\\\"x26\\\")\", \"asin\": \"B0C14C16ZP\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Basic Beyond Full Size Comforter Set - Navy and Grey Comforter Set Full, Reversible Comforter Full Size Set, 1 Comforter (82\\\"x92\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0C61HXH7W\", \"price\": \"$36.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 Only 16 left in stock - order soon.\"},\n {\"title\": \"Bedsure Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\\\"x90\\\") & 2 Pillow Shams, NO Comforter, Slate Blue\", \"asin\": \"B0BLVBYPL8\", \"price\": \"$20.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Navy Blue Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season (1 Comforter & 2 Pillowcases)\", \"asin\": \"B0DCJR367K\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Modern Threads Down Alternative Microfiber Quilted Reversible Comforter & Duvet Insert - Soft, Comfortable Alternative to Goose Down - Bedding for All Seasons Rosewood/Rose Twin\", \"asin\": \"B0B75Y4536\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Pre-Washed Queen Size Comforter Set- Duvet Insert Queen Size - 3 Piece Comforter Set - Ultra Soft & Cozy Comforter Queen Size - 100% Microfiber Bedding Queen Size Comforter Set- Vanilla\", \"asin\": \"B0CKM3TWRM\", \"price\": \"$34.99\", \"delivery\": \"FREE delivery Tue, Apr 15 on $35 of items shipped by Amazon\"},\n {\"title\": \"JANZAA Full Size Pink Comforter Set 3PCS - 1 Ruffled Comforter & 2 Pillow Cases - Blush Pink - Vintage Farmhouse Shabby Chic Bedding - Soft All Season\", \"asin\": \"B0B8YL7B6J\", \"price\": \"$31.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"AMWAN Cream White Duvet Cover Full Size Soft Washed Microfiber Ivory Duvet Cover with Zipper Closure Boho 3 Pieces Bedding Set Off White Comforter Cover 1 Cream Duvet Cover 80\\u201dx90\\u201d with 2 Pillowcases\", \"asin\": \"B0D21L8B3G\", \"price\": \"$33.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0DFNWDDMG\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)\", \"asin\": \"B09WRJ8TWM\", \"price\": \"$21.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JANZAA Full Size Comforter Sage Green 3PCS 1 Ruffled Comforter Set and 2 Pillow Cases Fluffy Vintage Farmhouse Shabby Chic Bedding Soft All Season\", \"asin\": \"B0B8YM3SRK\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SDIII 3PCS Blue Floral Comforter Set Full, 1 Comforter Full Size Floral + 2 Pillowcases, Blue Flower Vintage Bedding Set, Aesthetic Bedroom Decor\", \"asin\": \"B0D5H9Y7GC\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"HIG 3pc Down Alternative Comforter Set - All Season Reversible Comforter with Two Sham - Quilted Duvet Insert with Corner Tabs - Box Stitched - Breathable, Soft, Fluffy (Twin/Twin XL, Pure White)\", \"asin\": \"B072Z6XC2Y\", \"price\": \"$24.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25XGK3C\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Love's cabin Twin Comforter Set Black, 5 Pieces Twin Bed in a Bag, All Season Twin Bedding Sets with 1 Comforter, 1 Flat Sheet, 1 Fitted Sheet, 1 Pillowcase and 1 Pillow Sham\", \"asin\": \"B0BC97TP8W\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 15 - 22 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 18\"},\n {\"title\": \"YIRDDEO Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\\\"x90\\\") & 2 Pillow Shams(20\\\"x26\\\"), White\", \"asin\": \"B0B5R8G21R\", \"price\": \"$35.69\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"YIRDDEO Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)\", \"asin\": \"B0BXL2H1LD\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included\", \"asin\": \"B0CL6BVD9L\", \"price\": \"$23.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25WLNRW\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MWMWMW Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases\", \"asin\": \"B0D1XBSXFL\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set\", \"asin\": \"B0CX1NR4YW\", \"price\": \"$58.19\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Andency White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls\", \"asin\": \"B08BZ2K1DH\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Homelike Moment Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\\u201dx90\\u201c+2 Shams 20\\u201cx26\\u201d\", \"asin\": \"B096RY9ZR3\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Love's cabin Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0CR5RWTGM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Bedsure Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams\", \"asin\": \"B0CCVRBL5Y\", \"price\": \"$48.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Smoofy Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases\", \"asin\": \"B0C7Q27PS9\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases\", \"asin\": \"B0B7NGPZ21\", \"price\": \"$38.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"DOWNCOOL Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\\\"x86\\\") & 2 Pillowcases\", \"asin\": \"B0BZV1KCND\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams\", \"asin\": \"B0CL4XPZKD\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Litanika Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)\", \"asin\": \"B0BKFHKZLL\", \"price\": \"$29.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tailor Shop Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\\u2026\", \"asin\": \"B09TQKNY9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black\", \"asin\": \"B0DT2LFH8K\", \"price\": \"$45.00\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Feelyou Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey\", \"asin\": \"B0946QV4DP\", \"price\": \"$42.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Andency Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set\", \"asin\": \"B0CLS17XSQ\", \"price\": \"$47.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"CozyLux Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full\", \"asin\": \"B0C4GL95HB\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Anluoer Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet\", \"asin\": \"B0DL5G6GJJ\", \"price\": \"$41.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"MAG 3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)\", \"asin\": \"B0CR5WPTPD\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HYMOKEGE Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJCMTBS\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"JOKOLO Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey\", \"asin\": \"B0CQ8FHD9G\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"CozyLux Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0B4W93W4F\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\\\"X90\\\" (Full Beige) Comforter Not Included\", \"asin\": \"B0C7C7L534\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tailor Shop Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\\u2026\\u2026\\u2026\", \"asin\": \"B09P53ST9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Nestl Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B01BI5QEMI\", \"price\": \"$24.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Northwest Realtree Full Size, Bed in a Bag Set, 1 Comforter, 1 Fitted Sheet, 1 Flat Sheet, 2 Pillowcases, All Seasons, Camo Bedding, APX\", \"asin\": \"B0DKQSV7DP\", \"price\": \"$43.35\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"3 Pieces Full Size Comforter Set for Boys Farmhouse Yellow Bedding Set with Black Heart All Season Fluffy Soft Lightweight(1 Comforter & 2 Pillowshams)\", \"asin\": \"B0DRV7BWMH\", \"price\": \"$32.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Andency Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)\", \"asin\": \"B0CC1RF7FK\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Geometric Green Black Comforter Set,Light Honeycomb 3 Piece Bedding Set Full Size for Teen Boys,Modern Quilt Set Geometry Decor,Microfiber Lightweight 1 Comforter 2 Pillowcases All Season\", \"asin\": \"B0D25CGGM7\", \"price\": \"$48.50\", \"delivery\": \"$8.80 delivery Apr 17 - 28\"},\n {\"title\": \"Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases\", \"asin\": \"B0CQXBXNCD\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WRENSONGE Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons\", \"asin\": \"B0CQT8HW44\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:40:00.008Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 Full Size Comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases\", \"asin\": \"B0D1XBSXFL\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set\", \"asin\": \"B0CX1NR4YW\", \"price\": \"$58.19\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)\", \"asin\": \"B0BKFHKZLL\", \"price\": \"$29.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\\u201dx90\\u201c+2 Shams 20\\u201cx26\\u201d\", \"asin\": \"B096RY9ZR3\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0CR5RWTGM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams\", \"asin\": \"B0CCVRBL5Y\", \"price\": \"$48.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases\", \"asin\": \"B0C7Q27PS9\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams\", \"asin\": \"B0CL4XPZKD\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\\\"x86\\\") & 2 Pillowcases\", \"asin\": \"B0BZV1KCND\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases\", \"asin\": \"B0B7NGPZ21\", \"price\": \"$38.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\\u2026\", \"asin\": \"B09TQKNY9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black\", \"asin\": \"B0DT2LFH8K\", \"price\": \"$45.00\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set\", \"asin\": \"B0CLS17XSQ\", \"price\": \"$47.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey\", \"asin\": \"B0946QV4DP\", \"price\": \"$42.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet\", \"asin\": \"B0DL5G6GJJ\", \"price\": \"$41.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey\", \"asin\": \"B0CQ8FHD9G\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)\", \"asin\": \"B0CR5WPTPD\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJCMTBS\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Comforters Queen Size - White Duvet Insert Down Alternative Bed Queen Comforter, Lightweight Bedding Comforter Full Size Quilted Soft All Season with Coner Tabs White Square Embossed\", \"asin\": \"B079FV4WHS\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full\", \"asin\": \"B0C4GL95HB\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B01BI5QEMI\", \"price\": \"$24.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0B4W93W4F\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\\u2026\\u2026\\u2026\", \"asin\": \"B09P53ST9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases\", \"asin\": \"B0CQXBXNCD\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, White Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0CBJXKRTG\", \"price\": \"$34.84\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons\", \"asin\": \"B0CQT8HW44\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)\", \"asin\": \"B0CC1RF7FK\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces Beige Soft Luxury Cationic Dyeing Bedding Comforter for All Season, Breathable Lightweight Fluffy Boho Bed Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B0CFLDWLT4\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:42:28.562Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:42:28.562Z	input	1 Full Size Comforter	rule	2025-04-08T22:42:28.562Z	train	224	2025-04-08T22:42:28.562Z	input	1 Full Size Comforter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. 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3 Piece Comforter Set - Ultra Soft & Cozy Comforter Queen Size - 100% Microfiber Bedding Queen Size Comforter Set- Vanilla", "asin": "B0CKM3TWRM", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 15 on $35 of items shipped by Amazon"}, {"title": "Full Comforter Set - Cooling and Warm Bed Set, Charcoal Black Reversible Bedding for All Season, 3 Pieces, 1 Full Size Comforter (82\"x88\") and 2 Pillow Cases (20\"x26\")", "asin": "B0C14C16ZP", "price": "$33.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\"x90\") & 2 Pillow Shams, NO Comforter, Slate Blue", "asin": "B0BLVBYPL8", "price": "$20.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0DFNWDDMG", "price": "$30.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set - Navy and Grey Comforter Set Full, Reversible Comforter Full Size Set, 1 Comforter (82\"x92\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0C61HXH7W", "price": "$36.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 Only 16 left in stock - order soon."}, {"title": "Comforter Duvet Insert - Quilted Comforters Full Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Full 86 x 82 Inches", "asin": "B087YZZLVS", "price": "$21.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "3pc Down Alternative Comforter Set - All Season Reversible Comforter with Two Sham - Quilted Duvet Insert with Corner Tabs - Box Stitched - Breathable, Soft, Fluffy (Twin/Twin XL, Pure White)", "asin": "B072Z6XC2Y", "price": "$24.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set 7 Pieces White Comforter Full Size for Women and Men Microfiber Fluffy Comforter Set Full Comforter Set with Sheets and Pillow Shams Ultra Soft Lightweight All Season", "asin": "B0C4KX8FMN", "price": "$35.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Cream White Duvet Cover Full Size Soft Washed Microfiber Ivory Duvet Cover with Zipper Closure Boho 3 Pieces Bedding Set Off White Comforter Cover 1 Cream Duvet Cover 80\u201dx90\u201d with 2 Pillowcases", "asin": "B0D21L8B3G", "price": "$33.10", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included", "asin": "B0CL6BVD9L", "price": "$23.79", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)", "asin": "B09WRJ8TWM", "price": "$21.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Navy Blue Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season (1 Comforter & 2 Pillowcases)", "asin": "B0DCJR367K", "price": "$33.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sage Green 3PCS 1 Ruffled Comforter Set and 2 Pillow Cases Fluffy Vintage Farmhouse Shabby Chic Bedding Soft All Season", "asin": "B0B8YM3SRK", "price": "$28.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Comforter Full Size, 3 Pieces Boho Comforter Set, Lightweight Solid Bedding Set, All Seasons Soft Breathable Full Bed Set (80x90In Comforter & 2 Pillowcases)", "asin": "B0C6QFVJHZ", "price": "$36.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Pink Comforter Set 3PCS - 1 Ruffled Comforter & 2 Pillow Cases - Blush Pink - Vintage Farmhouse Shabby Chic Bedding - Soft All Season", "asin": "B0B8YL7B6J", "price": "$31.44", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\"x86\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLN7NSV", "price": "$30.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\"x90\") & 2 Pillow Shams(20\"x26\"), White", "asin": "B0B5R8G21R", "price": "$35.69", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "3PCS Blue Floral Comforter Set Full, 1 Comforter Full Size Floral + 2 Pillowcases, Blue Flower Vintage Bedding Set, Aesthetic Bedroom Decor", "asin": "B0D5H9Y7GC", "price": "$24.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)", "asin": "B0BXL2H1LD", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\"X90\" (Full Beige) Comforter Not Included", "asin": "B0C7C7L534", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls", "asin": "B08BZ2K1DH", "price": "$27.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0D25WLNRW", "price": "$30.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases", "asin": "B0D1XBSXFL", "price": "$27.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon."}, {"title": "Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B0BQJB92KJ", "price": "$25.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set", "asin": "B0CX1NR4YW", "price": "$58.19", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)", "asin": "B0BKFHKZLL", "price": "$29.09", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\u201dx90\u201c+2 Shams 20\u201cx26\u201d", "asin": "B096RY9ZR3", "price": "$31.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B0CR5RWTGM", "price": "$27.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams", "asin": "B0CCVRBL5Y", "price": "$48.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter"}, {"title": "Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases", "asin": "B0C7Q27PS9", "price": "$47.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams", "asin": "B0CL4XPZKD", "price": "$47.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\"x86\") & 2 Pillowcases", "asin": "B0BZV1KCND", "price": "$31.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases", "asin": "B0B7NGPZ21", "price": "$38.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\u2026", "asin": "B09TQKNY9L", "price": "$50.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black", "asin": "B0DT2LFH8K", "price": "$45.00", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set", "asin": "B0CLS17XSQ", "price": "$47.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey", "asin": "B0946QV4DP", "price": "$42.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet", "asin": "B0DL5G6GJJ", "price": "$41.39", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey", "asin": "B0CQ8FHD9G", "price": "$29.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon."}, {"title": "3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)", "asin": "B0CR5WPTPD", "price": "$29.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey", "asin": "B0BNJCMTBS", "price": "$35.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Comforters Queen Size - White Duvet Insert Down Alternative Bed Queen Comforter, Lightweight Bedding Comforter Full Size Quilted Soft All Season with Coner Tabs White Square Embossed", "asin": "B079FV4WHS", "price": "$32.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full", "asin": "B0C4GL95HB", "price": "$35.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams", "asin": "B01BI5QEMI", "price": "$24.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams", "asin": "B0B4W93W4F", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\u2026\u2026\u2026", "asin": "B09P53ST9L", "price": "$50.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases", "asin": "B0CQXBXNCD", "price": "$27.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, White Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0CBJXKRTG", "price": "$34.84", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons", "asin": "B0CQT8HW44", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)", "asin": "B0CC1RF7FK", "price": "$43.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Set - 3 Pieces Beige Soft Luxury Cationic Dyeing Bedding Comforter for All Season, Breathable Lightweight Fluffy Boho Bed Sets with 1 Comforter and 2 Pillow Shams", "asin": "B0CFLDWLT4", "price": "$39.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:42:28.562Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>1 Full Size Comforter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>1 Full Size Comforter</answer_argument>", "index": 224, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Queen Size - Ultra-Soft - Goose Down Alternative - Premium 1800 Series - All Season Warmth (Queen, Grey)\", \"asin\": \"B076DD56XT\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"Smoofy\\nFluffy Full Size Comforter Set 3 Pieces - Pink Fleece Fluffy Comforter Full Size, Luxury Fuzzy Bedding Set Full, Soft &Warm Full Size Bed Set All Season, Heavy Full Bedding with 2 Pillow Cases\", \"asin\": \"B0D6YG21DV\", \"price\": \"$49.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Andency White Grid Comforter Set Full Size (79x90 Inch), 3 Pieces(1 Grid Comforter and 2 Pillowcases), Summer Lightweight Microfiber Down Alternative White Comforter with Black Lines\",\n \"asin\": \"B098XGYVF4\"\n},\n {\n \"title\": \"Andency Black Plaid Comforter Set Full Size (79x90 Inch), 3 Pieces (1 Gingham Comforter and 2 Pillowcases), Summer Lightweight Microfiber Buffalo Check Down Alternative Comforter Set\",\n \"asin\": \"B098XCXZ3J\"\n},\n {\n \"title\": \"Andency Black Grid Comforter Set Full Size (79x90 Inch), 3 Pieces(1 Grid Comforter and 2 Pillowcases), Summer Lightweight Microfiber Down Alternative Black Comforter with White Lines\",\n \"asin\": \"B09J2HBVBP\"\n}\n ],\n \"search_results\": [\n {\"title\": \"White Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Boho Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season(1 Comforter & 2 Pillowcases)\", \"asin\": \"B0CFXFHD2P\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Size Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 King Size Comforter (104\\\"x90\\\") and 2 Pillow Shams (20\\\"x36\\\"+2\\\")\", \"asin\": \"B0B49LHNZ2\", \"price\": \"$32.29\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Comforter Full Size Set Sage Green, 3 Pieces Lightweight Bed Comforter Full, Solid Bedding Comforters Sets, Soft All Season Down Alternative Comforter Quilt Blanket\", \"asin\": \"B0BBLTPNZ4\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets - Beige Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams, Beige\", \"asin\": \"B0D1K99RXN\", \"price\": \"$29.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25XGK3C\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Full Size (White)\", \"asin\": \"B07NZPHQ1B\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Comforters Full Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)\", \"asin\": \"B07PQJNTBT\", \"price\": \"$22.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (Spa Blue)\", \"asin\": \"B0CX5KX22Q\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Set, Grey Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CR8ZWKRR\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Black White Grey - 3 Pieces Lightweight Bedding Set, All Season Down Alternative Comforter (1 Comforter, 2 Pillowcases)\", \"asin\": \"B09JNMPN4P\", \"price\": \"$37.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Duvet Cover Set - Full Soft Prewashed White Duvet Cover, 3 Piece Set with Zipper Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B0DSGGHZ8G\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 18 left in stock (more on the way).\"},\n {\"title\": \"Comforter Full Size for Girls Boys Teens Beige, 3pcs (1 Boho Comforter & 2 Pillowcases), Lightweight Dorm Bedding Soft All Season Bed Set\", \"asin\": \"B0CL6CPYVW\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV47JFNX\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pre-Washed Queen Size Comforter Set- Duvet Insert Queen Size - 3 Piece Comforter Set - Ultra Soft & Cozy Comforter Queen Size - 100% Microfiber Bedding Queen Size Comforter Set- Vanilla\", \"asin\": \"B0CKM3TWRM\", \"price\": \"$34.99\", \"delivery\": \"FREE delivery Tue, Apr 15 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Comforter Set - Cooling and Warm Bed Set, Charcoal Black Reversible Bedding for All Season, 3 Pieces, 1 Full Size Comforter (82\\\"x88\\\") and 2 Pillow Cases (20\\\"x26\\\")\", \"asin\": \"B0C14C16ZP\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\\\"x90\\\") & 2 Pillow Shams, NO Comforter, Slate Blue\", \"asin\": \"B0BLVBYPL8\", \"price\": \"$20.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0DFNWDDMG\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Set - Navy and Grey Comforter Set Full, Reversible Comforter Full Size Set, 1 Comforter (82\\\"x92\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0C61HXH7W\", \"price\": \"$36.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 Only 16 left in stock - order soon.\"},\n {\"title\": \"Comforter Duvet Insert - Quilted Comforters Full Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Full 86 x 82 Inches\", \"asin\": \"B087YZZLVS\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"3pc Down Alternative Comforter Set - All Season Reversible Comforter with Two Sham - Quilted Duvet Insert with Corner Tabs - Box Stitched - Breathable, Soft, Fluffy (Twin/Twin XL, Pure White)\", \"asin\": \"B072Z6XC2Y\", \"price\": \"$24.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Set 7 Pieces White Comforter Full Size for Women and Men Microfiber Fluffy Comforter Set Full Comforter Set with Sheets and Pillow Shams Ultra Soft Lightweight All Season\", \"asin\": \"B0C4KX8FMN\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Cream White Duvet Cover Full Size Soft Washed Microfiber Ivory Duvet Cover with Zipper Closure Boho 3 Pieces Bedding Set Off White Comforter Cover 1 Cream Duvet Cover 80\\u201dx90\\u201d with 2 Pillowcases\", \"asin\": \"B0D21L8B3G\", \"price\": \"$33.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included\", \"asin\": \"B0CL6BVD9L\", \"price\": \"$23.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)\", \"asin\": \"B09WRJ8TWM\", \"price\": \"$21.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Navy Blue Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season (1 Comforter & 2 Pillowcases)\", \"asin\": \"B0DCJR367K\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sage Green 3PCS 1 Ruffled Comforter Set and 2 Pillow Cases Fluffy Vintage Farmhouse Shabby Chic Bedding Soft All Season\", \"asin\": \"B0B8YM3SRK\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Comforter Full Size, 3 Pieces Boho Comforter Set, Lightweight Solid Bedding Set, All Seasons Soft Breathable Full Bed Set (80x90In Comforter & 2 Pillowcases)\", \"asin\": \"B0C6QFVJHZ\", \"price\": \"$36.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Pink Comforter Set 3PCS - 1 Ruffled Comforter & 2 Pillow Cases - Blush Pink - Vintage Farmhouse Shabby Chic Bedding - Soft All Season\", \"asin\": \"B0B8YL7B6J\", \"price\": \"$31.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLN7NSV\", \"price\": \"$30.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\\\"x90\\\") & 2 Pillow Shams(20\\\"x26\\\"), White\", \"asin\": \"B0B5R8G21R\", \"price\": \"$35.69\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"3PCS Blue Floral Comforter Set Full, 1 Comforter Full Size Floral + 2 Pillowcases, Blue Flower Vintage Bedding Set, Aesthetic Bedroom Decor\", \"asin\": \"B0D5H9Y7GC\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)\", \"asin\": \"B0BXL2H1LD\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\\\"X90\\\" (Full Beige) Comforter Not Included\", \"asin\": \"B0C7C7L534\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls\", \"asin\": \"B08BZ2K1DH\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25WLNRW\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases\", \"asin\": \"B0D1XBSXFL\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set\", \"asin\": \"B0CX1NR4YW\", \"price\": \"$58.19\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)\", \"asin\": \"B0BKFHKZLL\", \"price\": \"$29.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\\u201dx90\\u201c+2 Shams 20\\u201cx26\\u201d\", \"asin\": \"B096RY9ZR3\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0CR5RWTGM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams\", \"asin\": \"B0CCVRBL5Y\", \"price\": \"$48.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases\", \"asin\": \"B0C7Q27PS9\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams\", \"asin\": \"B0CL4XPZKD\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\\\"x86\\\") & 2 Pillowcases\", \"asin\": \"B0BZV1KCND\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases\", \"asin\": \"B0B7NGPZ21\", \"price\": \"$38.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\\u2026\", \"asin\": \"B09TQKNY9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black\", \"asin\": \"B0DT2LFH8K\", \"price\": \"$45.00\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set\", \"asin\": \"B0CLS17XSQ\", \"price\": \"$47.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey\", \"asin\": \"B0946QV4DP\", \"price\": \"$42.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet\", \"asin\": \"B0DL5G6GJJ\", \"price\": \"$41.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey\", \"asin\": \"B0CQ8FHD9G\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)\", \"asin\": \"B0CR5WPTPD\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJCMTBS\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Comforters Queen Size - White Duvet Insert Down Alternative Bed Queen Comforter, Lightweight Bedding Comforter Full Size Quilted Soft All Season with Coner Tabs White Square Embossed\", \"asin\": \"B079FV4WHS\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full\", \"asin\": \"B0C4GL95HB\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B01BI5QEMI\", \"price\": \"$24.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0B4W93W4F\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\\u2026\\u2026\\u2026\", \"asin\": \"B09P53ST9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases\", \"asin\": \"B0CQXBXNCD\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, White Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0CBJXKRTG\", \"price\": \"$34.84\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons\", \"asin\": \"B0CQT8HW44\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)\", \"asin\": \"B0CC1RF7FK\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces Beige Soft Luxury Cationic Dyeing Bedding Comforter for All Season, Breathable Lightweight Fluffy Boho Bed Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B0CFLDWLT4\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:42:28.562Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 Full Size Comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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All Season Reversible Comforter with Two Sham - Quilted Duvet Insert with Corner Tabs - Box Stitched - Breathable, Soft, Fluffy (Twin/Twin XL, Pure White)\", \"asin\": \"B072Z6XC2Y\", \"price\": \"$24.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Set 7 Pieces White Comforter Full Size for Women and Men Microfiber Fluffy Comforter Set Full Comforter Set with Sheets and Pillow Shams Ultra Soft Lightweight All Season\", \"asin\": \"B0C4KX8FMN\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Cream White Duvet Cover Full Size Soft Washed Microfiber Ivory Duvet Cover with Zipper Closure Boho 3 Pieces Bedding Set Off White Comforter Cover 1 Cream Duvet Cover 80\\u201dx90\\u201d with 2 Pillowcases\", \"asin\": \"B0D21L8B3G\", \"price\": \"$33.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included\", \"asin\": \"B0CL6BVD9L\", \"price\": \"$23.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)\", \"asin\": \"B09WRJ8TWM\", \"price\": \"$21.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Navy Blue Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season (1 Comforter & 2 Pillowcases)\", \"asin\": \"B0DCJR367K\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sage Green 3PCS 1 Ruffled Comforter Set and 2 Pillow Cases Fluffy Vintage Farmhouse Shabby Chic Bedding Soft All Season\", \"asin\": \"B0B8YM3SRK\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Comforter Full Size, 3 Pieces Boho Comforter Set, Lightweight Solid Bedding Set, All Seasons Soft Breathable Full Bed Set (80x90In Comforter & 2 Pillowcases)\", \"asin\": \"B0C6QFVJHZ\", \"price\": \"$36.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Pink Comforter Set 3PCS - 1 Ruffled Comforter & 2 Pillow Cases - Blush Pink - Vintage Farmhouse Shabby Chic Bedding - Soft All Season\", \"asin\": \"B0B8YL7B6J\", \"price\": \"$31.44\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLN7NSV\", \"price\": \"$30.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\\\"x90\\\") & 2 Pillow Shams(20\\\"x26\\\"), White\", \"asin\": \"B0B5R8G21R\", \"price\": \"$35.69\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"3PCS Blue Floral Comforter Set Full, 1 Comforter Full Size Floral + 2 Pillowcases, Blue Flower Vintage Bedding Set, Aesthetic Bedroom Decor\", \"asin\": \"B0D5H9Y7GC\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)\", \"asin\": \"B0BXL2H1LD\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\\\"X90\\\" (Full Beige) Comforter Not Included\", \"asin\": \"B0C7C7L534\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls\", \"asin\": \"B08BZ2K1DH\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams\", \"asin\": \"B0D25WLNRW\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases\", \"asin\": \"B0D1XBSXFL\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set\", \"asin\": \"B0CX1NR4YW\", \"price\": \"$58.19\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)\", \"asin\": \"B0BKFHKZLL\", \"price\": \"$29.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\\u201dx90\\u201c+2 Shams 20\\u201cx26\\u201d\", \"asin\": \"B096RY9ZR3\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0CR5RWTGM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams\", \"asin\": \"B0CCVRBL5Y\", \"price\": \"$48.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases\", \"asin\": \"B0C7Q27PS9\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams\", \"asin\": \"B0CL4XPZKD\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\\\"x86\\\") & 2 Pillowcases\", \"asin\": \"B0BZV1KCND\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases\", \"asin\": \"B0B7NGPZ21\", \"price\": \"$38.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\\u2026\", \"asin\": \"B09TQKNY9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black\", \"asin\": \"B0DT2LFH8K\", \"price\": \"$45.00\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set\", \"asin\": \"B0CLS17XSQ\", \"price\": \"$47.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey\", \"asin\": \"B0946QV4DP\", \"price\": \"$42.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet\", \"asin\": \"B0DL5G6GJJ\", \"price\": \"$41.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey\", \"asin\": \"B0CQ8FHD9G\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)\", \"asin\": \"B0CR5WPTPD\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJCMTBS\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Comforters Queen Size - White Duvet Insert Down Alternative Bed Queen Comforter, Lightweight Bedding Comforter Full Size Quilted Soft All Season with Coner Tabs White Square Embossed\", \"asin\": \"B079FV4WHS\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full\", \"asin\": \"B0C4GL95HB\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B01BI5QEMI\", \"price\": \"$24.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0B4W93W4F\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\\u2026\\u2026\\u2026\", \"asin\": \"B09P53ST9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases\", \"asin\": \"B0CQXBXNCD\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, White Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0CBJXKRTG\", \"price\": \"$34.84\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons\", \"asin\": \"B0CQT8HW44\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)\", \"asin\": \"B0CC1RF7FK\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces Beige Soft Luxury Cationic Dyeing Bedding Comforter for All Season, Breathable Lightweight Fluffy Boho Bed Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B0CFLDWLT4\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:42:34.770Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:42:34.770Z	click	cart_side_bar	rule	2025-04-08T22:42:34.770Z	train	225	2025-04-08T22:42:34.770Z	click	cart_side_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": 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White Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0D25XGK3C", "price": "$29.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Comforter Duvet Insert, Quilted Comforter with Corner Tabs, Box Stitched Down Alternative Comforters Full Size (White)", "asin": "B07NZPHQ1B", "price": "$24.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Comforters Full Size, All Season Duvet Insert, Down Alternative Box Stitched Bed Comforter with Corner Tabs, Machine Washable (White)", "asin": "B07PQJNTBT", "price": "$22.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Duvet Cover Full Size - 1 Comforter Cover with 2 Pillow Shams - 3 Piece Bedding Duvet Cover with Zipper Closure - Soft Brushed Microfiber, 80 X 90 Inches (Spa Blue)", "asin": "B0CX5KX22Q", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set, Grey Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\"x86\") and 2 Pillowcases (20\"x26\")", "asin": "B0CR8ZWKRR", "price": "$33.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets Black White Grey - 3 Pieces Lightweight Bedding Set, All Season Down Alternative Comforter (1 Comforter, 2 Pillowcases)", "asin": "B09JNMPN4P", "price": "$37.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Duvet Cover Set - Full Soft Prewashed White Duvet Cover, 3 Piece Set with Zipper Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams", "asin": "B0DSGGHZ8G", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 18 left in stock (more on the way)."}, {"title": "Comforter Full Size for Girls Boys Teens Beige, 3pcs (1 Boho Comforter & 2 Pillowcases), Lightweight Dorm Bedding Soft All Season Bed Set", "asin": "B0CL6CPYVW", "price": "$36.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Duvet Cover Full Size Set - Extra Soft Full Size Duvet Cover 80 x 90 with 2 Pillow Shams - Hotel Luxury Quality Easy Care and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)", "asin": "B0CV47JFNX", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pre-Washed Queen Size Comforter Set- Duvet Insert Queen Size - 3 Piece Comforter Set - Ultra Soft & Cozy Comforter Queen Size - 100% Microfiber Bedding Queen Size Comforter Set- Vanilla", "asin": "B0CKM3TWRM", "price": "$34.99", "delivery": "FREE delivery Tue, Apr 15 on $35 of items shipped by Amazon"}, {"title": "Full Comforter Set - Cooling and Warm Bed Set, Charcoal Black Reversible Bedding for All Season, 3 Pieces, 1 Full Size Comforter (82\"x88\") and 2 Pillow Cases (20\"x26\")", "asin": "B0C14C16ZP", "price": "$33.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Duvet Cover Full Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (80\"x90\") & 2 Pillow Shams, NO Comforter, Slate Blue", "asin": "B0BLVBYPL8", "price": "$20.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets - White Comforter Full Size, 3 Pieces Box Stitched Soft Lightweight Bed Set, All Season Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0DFNWDDMG", "price": "$30.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set - Navy and Grey Comforter Set Full, Reversible Comforter Full Size Set, 1 Comforter (82\"x92\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0C61HXH7W", "price": "$36.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 Only 16 left in stock - order soon."}, {"title": "Comforter Duvet Insert - Quilted Comforters Full Size, All Season Duvet, GentleSoft\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Full 86 x 82 Inches", "asin": "B087YZZLVS", "price": "$21.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "3pc Down Alternative Comforter Set - All Season Reversible Comforter with Two Sham - Quilted Duvet Insert with Corner Tabs - Box Stitched - Breathable, Soft, Fluffy (Twin/Twin XL, Pure White)", "asin": "B072Z6XC2Y", "price": "$24.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set 7 Pieces White Comforter Full Size for Women and Men Microfiber Fluffy Comforter Set Full Comforter Set with Sheets and Pillow Shams Ultra Soft Lightweight All Season", "asin": "B0C4KX8FMN", "price": "$35.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Cream White Duvet Cover Full Size Soft Washed Microfiber Ivory Duvet Cover with Zipper Closure Boho 3 Pieces Bedding Set Off White Comforter Cover 1 Cream Duvet Cover 80\u201dx90\u201d with 2 Pillowcases", "asin": "B0D21L8B3G", "price": "$33.10", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bright White Duvet Cover Full Size - 3 Pieces Prewashed Extra Soft Bedding Set, Includes 1 Duvet Cover 80x90 Inches with Zipper Closure & 2 Pillow Shams, Comforter Not Included", "asin": "B0CL6BVD9L", "price": "$23.79", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "All Season Down Alternative Quilted Full Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)", "asin": "B09WRJ8TWM", "price": "$21.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Navy Blue Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season (1 Comforter & 2 Pillowcases)", "asin": "B0DCJR367K", "price": "$33.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sage Green 3PCS 1 Ruffled Comforter Set and 2 Pillow Cases Fluffy Vintage Farmhouse Shabby Chic Bedding Soft All Season", "asin": "B0B8YM3SRK", "price": "$28.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Comforter Full Size, 3 Pieces Boho Comforter Set, Lightweight Solid Bedding Set, All Seasons Soft Breathable Full Bed Set (80x90In Comforter & 2 Pillowcases)", "asin": "B0C6QFVJHZ", "price": "$36.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Pink Comforter Set 3PCS - 1 Ruffled Comforter & 2 Pillow Cases - Blush Pink - Vintage Farmhouse Shabby Chic Bedding - Soft All Season", "asin": "B0B8YL7B6J", "price": "$31.44", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\"x86\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLN7NSV", "price": "$30.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets - Full Size Comforter with Ball Pom Fringe, Soft Bedding Set for All Seasons - 3 Pieces, 1 Comforter (79\"x90\") & 2 Pillow Shams(20\"x26\"), White", "asin": "B0B5R8G21R", "price": "$35.69", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "3PCS Blue Floral Comforter Set Full, 1 Comforter Full Size Floral + 2 Pillowcases, Blue Flower Vintage Bedding Set, Aesthetic Bedroom Decor", "asin": "B0D5H9Y7GC", "price": "$24.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Pink Full Comforter Set 3Pcs, Boho Blush Full Size Bedding Set, Vertical Tufted Bed Set, Lightweight Neutral Bedroom Set (1 Comforter 2 Pillowcase)", "asin": "B0BXL2H1LD", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Duvet Cover Full Size - 1 Seer Sucker Duvet Cover with 2 Pillow Shams - 3PC Comforter Cover with Zipper Closure-Soft Brushed Microfiber 80\"X90\" (Full Beige) Comforter Not Included", "asin": "B0C7C7L534", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Full Size Comforter Set (79x90Inch), 3 Pieces Cute Soft Pinch Pleat Bedding Comforters & Sets, All Season Lightweight Fluffy Down Alternative Western Bed Set for Women Men Girls", "asin": "B08BZ2K1DH", "price": "$27.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets - Black Comforter Full Size, 3 Pieces Box Stitched Bed Set for All Seasons, Soft Lightweight Bedding Sets with 1 Down Alternative Comforter and 2 Pillow Shams", "asin": "B0D25WLNRW", "price": "$30.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Butterfly Comforter Set - Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases", "asin": "B0D1XBSXFL", "price": "$27.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon."}, {"title": "Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B0BQJB92KJ", "price": "$25.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set", "asin": "B0CX1NR4YW", "price": "$58.19", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)", "asin": "B0BKFHKZLL", "price": "$29.09", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\u201dx90\u201c+2 Shams 20\u201cx26\u201d", "asin": "B096RY9ZR3", "price": "$31.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B0CR5RWTGM", "price": "$27.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams", "asin": "B0CCVRBL5Y", "price": "$48.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter"}, {"title": "Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases", "asin": "B0C7Q27PS9", "price": "$47.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams", "asin": "B0CL4XPZKD", "price": "$47.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\"x86\") & 2 Pillowcases", "asin": "B0BZV1KCND", "price": "$31.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases", "asin": "B0B7NGPZ21", "price": "$38.39", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\u2026", "asin": "B09TQKNY9L", "price": "$50.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black", "asin": "B0DT2LFH8K", "price": "$45.00", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set", "asin": "B0CLS17XSQ", "price": "$47.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey", "asin": "B0946QV4DP", "price": "$42.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet", "asin": "B0DL5G6GJJ", "price": "$41.39", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey", "asin": "B0CQ8FHD9G", "price": "$29.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon."}, {"title": "3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)", "asin": "B0CR5WPTPD", "price": "$29.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey", "asin": "B0BNJCMTBS", "price": "$35.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Comforters Queen Size - White Duvet Insert Down Alternative Bed Queen Comforter, Lightweight Bedding Comforter Full Size Quilted Soft All Season with Coner Tabs White Square Embossed", "asin": "B079FV4WHS", "price": "$32.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full", "asin": "B0C4GL95HB", "price": "$35.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams", "asin": "B01BI5QEMI", "price": "$24.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams", "asin": "B0B4W93W4F", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\u2026\u2026\u2026", "asin": "B09P53ST9L", "price": "$50.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases", "asin": "B0CQXBXNCD", "price": "$27.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, White Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0CBJXKRTG", "price": "$34.84", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons", "asin": "B0CQT8HW44", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)", "asin": "B0CC1RF7FK", "price": "$43.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Full Size Comforter Set - 3 Pieces Beige Soft Luxury Cationic Dyeing Bedding Comforter for All Season, Breathable Lightweight Fluffy Boho Bed Sets with 1 Comforter and 2 Pillow Shams", "asin": "B0CFLDWLT4", "price": "$39.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:42:34.770Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "index": 225, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 Full Size Comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - 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Full Size, Blue Butterfly Bedding with 1 Comforter and 2 Pillowcases\", \"asin\": \"B0D1XBSXFL\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Full Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0BQJB92KJ\", \"price\": \"$25.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Full Comforter Set Fluffy Modern Style Plaid Comforter Set Checkered Pattern Comforter for Boys Men 3 Pieces Bedding Set 1 Geometric Comforter with 2 Pillow Shams All Season Full Size Comforter Set\", \"asin\": \"B0CX1NR4YW\", \"price\": \"$58.19\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets Beige, Lightweight Fluffy Bedding Comforter Sets for Bed, 3 Pieces Cream Bed Set Gift Choice (79x90Inches, 1 Comforter and 2 Pillow Shams)\", \"asin\": \"B0BKFHKZLL\", \"price\": \"$29.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Comforter Set Dark Grey, Comforters Queen Size Set Soft Lightweight Down Alternative Bed Comforter Full Size All Season 3 Pieces Bedding Sets,1 Comforter 90\\u201dx90\\u201c+2 Shams 20\\u201cx26\\u201d\", \"asin\": \"B096RY9ZR3\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Dusty Rose Pink Full Size Comforter Set - Full Comforter Set, 3 Pieces Cute Floral Bedding Sets for All Seasons,1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B0CR5RWTGM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Comforter Set Full Size - Cute Floral Bedding Comforter Set, 3 Pieces, 1 Soft Reversible Coconut White Botanical Flowers Comforter and Pillow Shams\", \"asin\": \"B0CCVRBL5Y\", \"price\": \"$48.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Fluffy Full Size Comforter Set, Faux Fur Pink Comforter Set, Luxury Fuzzy Bedding Set, Soft Shaggy Full Bed Set for All Season, 3 Pieces - 1 Comforter & 2 Pillowcases\", \"asin\": \"B0C7Q27PS9\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set Beige, Boho Tufted Bed Set, Checkered Farmhouse Shabby Chic Bedding, 3 Pieces, 1 Plaid Geometric Comforter and 2 Pillow Shams\", \"asin\": \"B0CL4XPZKD\", \"price\": \"$47.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Sets - 3 Pieces Cute Pinch Pleat Bed Set, Soft Fluffy Black Comforter Full Size, All Season Pintuck Bedding Sets Full with 1 Comforter (82\\\"x86\\\") & 2 Pillowcases\", \"asin\": \"B0BZV1KCND\", \"price\": \"$31.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Black Girl Comforter for Girls Full Size Bed, Purple African American Girl Full Bedding, Microfiber Soft 3 Piece Quilt Set, 1 Comforter + 2 Pillowcases\", \"asin\": \"B0B7NGPZ21\", \"price\": \"$38.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Basketball Comforter Set for Boys Kids Teens Ultra Soft Microfiber Black and Gray Sports Theme Basketball Bedding Sets Full Size with 1 Comforter and 2 Pillowcases\\u2026\", \"asin\": \"B09TQKNY9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Luxury Faux Fur Comforter Set - Soft & Breathable 7-Piece Bedding Collection - 1 Comforter, 1 Fitted Sheet, 1 Flat, 2 Pillowcases, 2 Pillow Shams - Deep Pocket - Premium Quality, Black\", \"asin\": \"B0DT2LFH8K\", \"price\": \"$45.00\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Pink Comforter Full Size, 3 Pieces Fluffy Faux Fur Warm Soft Fuzzy Plush Bedding Comforter Set (1 Velvet Comforter & 2 Pillowcases), Thick Heavy Puffy Comfy Comforters Bedding Set\", \"asin\": \"B0CLS17XSQ\", \"price\": \"$47.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Gaming Comforter for Boys Teen Video Game Bedding Set for Kids Gamer Comforter for All Season Gamepad Home Decor for Comforter Set Full Size,1 Comforter with 2 Pillowcases Blue Black Grey\", \"asin\": \"B0946QV4DP\", \"price\": \"$42.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Comforter Set 7 Piece, Grayish Blue Bed in a Bag with Sheets, Comforters Full Size Bedding Sets with 1 Comforter, 2 Pillow Shams, 2 Pillowcases, 1 Flat Sheet,1 Fitted Sheet\", \"asin\": \"B0DL5G6GJJ\", \"price\": \"$41.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Grey\", \"asin\": \"B0CQ8FHD9G\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"3Pcs Dinosaur Comforter Set,White Full Bedding Comforter Set,for Toddlers Kids,Boys Teens and Girls,Super Soft Microfiber, Full Size (1 Comforter + 2 Pillowcases)\", \"asin\": \"B0CR5WPTPD\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJCMTBS\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Comforters Queen Size - White Duvet Insert Down Alternative Bed Queen Comforter, Lightweight Bedding Comforter Full Size Quilted Soft All Season with Coner Tabs White Square Embossed\", \"asin\": \"B079FV4WHS\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets 7 Pieces Bed in a Bag Full Black Comforter Full Size Bed Set Bedding Sets with All Season Quilted Comforter, Flat Sheet, Fitted Sheet, Pillowcases, Black, Full\", \"asin\": \"B0C4GL95HB\", \"price\": \"$35.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Dark Grey Duvet Cover Full Size - Soft Double Brushed Full Size Duvet Cover Set, 3 Piece, with Button Closure, 1 Duvet Cover 80x90 inches and 2 Pillow Shams\", \"asin\": \"B01BI5QEMI\", \"price\": \"$24.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Size Comforter Sets Dark Grey - 7 Pieces Bed in a Bag Full, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0B4W93W4F\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Universe Galaxy Comforter Set for Girls Boys Kids Galaxy The Planet The Earth Astronaut Stars Outer Space Bedding Set Full Size with 1 Comforter 2 Pillowcases,18\\u2026\\u2026\\u2026\", \"asin\": \"B09P53ST9L\", \"price\": \"$50.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Burnt Orange Comforter Set, Solid Terracotta Down Alternative Soft Boho Bedding Comforter Set, Breathable Fluffy Microfiber Rust Comforter for All Seasons with Pillowcases\", \"asin\": \"B0CQXBXNCD\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, White Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0CBJXKRTG\", \"price\": \"$34.84\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pink Comforter Full Size, 3 Piece Soft Microfiber Full Size Comforter Sets(1 Fluffy Full Size Comforter with 2 Pillow Shams) - Warm Bedding Set Full Suitable for All Seasons\", \"asin\": \"B0CQT8HW44\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Light Grey Comforter Full Size, 3 Pieces Boho Lightweight Fluffy Bedding Comforter Set for Full Bed, Tufted Farmhouse Design Bed Set for All Seasons (1 Comforter 79x90In, 2 Pillowcases)\", \"asin\": \"B0CC1RF7FK\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Full Size Comforter Set - 3 Pieces Beige Soft Luxury Cationic Dyeing Bedding Comforter for All Season, Breathable Lightweight Fluffy Boho Bed Sets with 1 Comforter and 2 Pillow Shams\", \"asin\": \"B0CFLDWLT4\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:42:34.770Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B07CSLRPKC\"\n},\n {\n \"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\"\n},\n {\n \"price\": \"$13.99\"\n},\n {\n \"bullet_list\": \"100% polyester fiber filler,polyester blend cover. Standard queen size.Cut size: 20\\u201d x30\\u201d (48cm x 74cm). Machine washable, easy to clean and dry. The pillows is compressed, folded and vacuum packed for shipping purpose. What you get::1 x sleeping pillow,.Contact us if you meet any quality issues.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Queen Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x30)\", \"asin\": \"B0995PS1J4\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EDOW\\u00a0Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"JICUSE\\u00a0Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\"},\n {\"title\": \"Favocama\\u00a0Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Hotel Quality for Side, Back, and Stomach Sleepers, 4 Pack\", \"asin\": \"B0D8KNDPYM\", \"price\": \"$32.98\"},\n {\"title\": \"RGTIME\\u00a0Shredded Memory Foam Pillow, Standard (1-Pack), Adjustable Bed Pillow for Side Back Stomach Sleepers,Comfy Cooling Pillow for Sleeping with Washable Cover\\u2026\", \"asin\": \"B0CDC2V9PF\", \"price\": \"$20.39\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:44:16.469Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:44:16.469Z	click	other	rule	2025-04-08T22:44:16.469Z	train	226	2025-04-08T22:44:16.469Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard queen size.Cut size: 20\u201d x30\u201d (48cm x 74cm). Machine washable, easy to clean and dry. The pillows is compressed, folded and vacuum packed for shipping purpose. What you get::1 x sleeping pillow,.Contact us if you meet any quality issues." } ], "product_quantity": [ { "quantity": "1" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JICUSE Bed Pillows for Sleeping 1 Pack,Queen Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x30)", "asin": "B0995PS1J4", "price": "$19.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "quantity": ""}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "quantity": ""}, {"title": "viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White", "asin": "B07PPCRVZ9", "price": "$37.99", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "7a378cfe", "price": "$18.68", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "3e0eaf85", "price": "$18.48", "quantity": ""}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "price": "$16.99", "quantity": ""}, {"title": "Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CHJDDBLJ", "price": "$18.99", "quantity": ""} ], "comparison_items": [ {"title": "EDOW\u00a0Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable", "asin": "B07CSLRPKC", "price": "$13.99"}, {"title": "JOLLYVOGUE\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99"}, {"title": "JICUSE\u00a0Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)", "asin": "B0995PXD7X", "price": "$18.99"}, {"title": "Favocama\u00a0Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99"}, {"title": "JOLLYVOGUE\u00a0Pillows Queen Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Hotel Quality for Side, Back, and Stomach Sleepers, 4 Pack", "asin": "B0D8KNDPYM", "price": "$32.98"}, {"title": "RGTIME\u00a0Shredded Memory Foam Pillow, Standard (1-Pack), Adjustable Bed Pillow for Side Back Stomach Sleepers,Comfy Cooling Pillow for Sleeping with Washable Cover\u2026", "asin": "B0CDC2V9PF", "price": "$20.39"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:44:16.469Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 226, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"1 bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$22.99\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B07CSLRPKC\"\n},\n {\n \"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\"\n},\n {\n \"price\": \"$13.99\"\n},\n {\n \"bullet_list\": \"100% polyester fiber filler,polyester blend cover. Standard queen size.Cut size: 20\\u201d x30\\u201d (48cm x 74cm). Machine washable, easy to clean and dry. The pillows is compressed, folded and vacuum packed for shipping purpose. What you get::1 x sleeping pillow,.Contact us if you meet any quality issues.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Queen Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x30)\", \"asin\": \"B0995PS1J4\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EDOW\\u00a0Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"JICUSE\\u00a0Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\"},\n {\"title\": \"Favocama\\u00a0Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Hotel Quality for Side, Back, and Stomach Sleepers, 4 Pack\", \"asin\": \"B0D8KNDPYM\", \"price\": \"$32.98\"},\n {\"title\": \"RGTIME\\u00a0Shredded Memory Foam Pillow, Standard (1-Pack), Adjustable Bed Pillow for Side Back Stomach Sleepers,Comfy Cooling Pillow for Sleeping with Washable Cover\\u2026\", \"asin\": \"B0CDC2V9PF\", \"price\": \"$20.39\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:44:16.469Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Standard Pillow is 20 x 26inches(48cm x 66cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)\", \"asin\": \"/promo/A106EKV21IIOK3\", \"price\": \"$24.77\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow\", \"asin\": \"B0F18CZDVB\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:44:49.910Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:44:49.910Z	purchase	B0B4Z6W16R	rule	2025-04-08T22:44:49.910Z	train	227	2025-04-08T22:44:49.910Z	purchase	B0B4Z6W16R	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$22.99"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Standard Pillow is 20 x 26inches(48cm x 66cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "White" }, { "Size": "Standard (2Pack)" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...", "asin": "B0CJ2FJH11", "price": "$30.59", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "quantity": ""}, {"title": "Bedsure Pillows Standard Size Set of 2 - 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "LANE LINEN\u00a0Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:44:49.910Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>purchase</answer_action><answer_argument>B0B4Z6W16R</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>purchase</answer_action><answer_argument>B0B4Z6W16R</answer_argument>", "index": 227, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Standard Pillow is 20 x 26inches(48cm x 66cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"vlrbfl Hicaly Pillow, Hicaly Ergonomic Pillow, Pinnoize Pillows for Neck Strain Relief, Sleep Enhancing Cervical Support Pillows, Side Back Stomach Sleeper EnhancerPillow (Green)\", \"asin\": \"/promo/A106EKV21IIOK3\", \"price\": \"$24.77\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Cervical Cooling Ergonomic Pillow, Premium Ergonomic Pillow, Contour Side Sleeper for Sleeping, Contour Support Side Back Stomach Sleepers, Bed Pillow\", \"asin\": \"B0F18CZDVB\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:44:49.910Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:45:49.262Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:45:49.262Z	click	review	rule	2025-04-08T22:45:49.262Z	train	228	2025-04-08T22:45:49.262Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed", "asin": "B0CFR2VN98", "price": "$21.99", "quantity": ""}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "quantity": ""}, {"title": "Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White", "asin": "B07PPCRVZ9", "price": "$37.99", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "7a378cfe", "price": "$18.68", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "3e0eaf85", "price": "$18.48", "quantity": ""}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "price": "$16.99", "quantity": ""}, {"title": "Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CHJDDBLJ", "price": "$18.99", "quantity": ""} ], "comparison_items": [ {"title": "JOLLYVOGUE\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99"}, {"title": "SEMZSOM\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers", "asin": "B09Z91THZF", "price": "$22.99"}, {"title": "JOLLYVOGUE\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KJXF5V", "price": "$39.99"}, {"title": "Bedsure\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:45:49.262Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 228, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:45:49.262Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B08DTH86Q2\"\n},\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (Grey), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B09DSRLTQH\"\n},\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (Blue), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B01FXSVBNI\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Down Alternative Bed Pillows, Medium Density For Back and Side Sleepers, King, 2-Pack, White, 36 in L x 20 in W\", \"asin\": \"B0835CCC4V\", \"price\": \"$27.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Down Alternative Pillows for Stomach and Back Sleepers, Soft Density, Standard, Pack of 2, White, 26 in L x 20 in W\", \"asin\": \"B073726R5M\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Standard Size Set of 4, Bed Pillows Set of 4, Down Alternative Luxury Hotel Pillows for Sleeping Standard Pillows Set of 4 for Side and Back Sleepers\", \"asin\": \"B0D6R9LGBF\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White\", \"asin\": \"B07CMK551C\", \"price\": \"$118.26\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows (Set of 4, White), 18 x 18 Inches Pillows for Sofa, Bed and Couch Decorative Stuffer Pillow\", \"asin\": \"B0714K41PB\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Reading Pillow Standard Bed Pillow, Back Pillow for Sitting in Bed Shredded Memory Foam Chair Pillow, Reading & Bed Rest Pillows Grey Back Pillow for Bed, Bed Chair Arm Pillow with Pockets\", \"asin\": \"B07VWC1B49\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:10.085Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:46:10.085Z	click_product	B0D8KLNGKS	rule	2025-04-08T22:46:10.085Z	train	229	2025-04-08T22:46:10.085Z	click_product	B0D8KLNGKS	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White", "asin": "B08X4YD3KC", "price": "$24.99", "delivery": "FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23"}, {"title": "Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\"X28\"", "asin": "B0D7Q9FRHF", "price": "$28.80", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.", "asin": "B0CJ2FJH11", "price": "$30.59", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable", "asin": "B07CSLRPKC", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Down Alternative Pillows for Stomach and Back Sleepers, Soft Density, Standard, Pack of 2, White, 26 in L x 20 in W", "asin": "B073726R5M", "price": "$21.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Standard Size Set of 4, Bed Pillows Set of 4, Down Alternative Luxury Hotel Pillows for Sleeping Standard Pillows Set of 4 for Side and Back Sleepers", "asin": "B0D6R9LGBF", "price": "$33.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow", "asin": "B07N7GDB6Q", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White", "asin": "B07CMK551C", "price": "$118.26", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive", "asin": "B07T7W7VR3", "price": "$39.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)", "asin": "B0C2HTQYGQ", "price": "$18.69", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Throw Pillows (Set of 4, White), 18 x 18 Inches Pillows for Sofa, Bed and Couch Decorative Stuffer Pillow", "asin": "B0714K41PB", "price": "$21.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)", "asin": "B07Y2VWL56", "price": "$23.98", "delivery": "FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Reading Pillow Standard Bed Pillow, Back Pillow for Sitting in Bed Shredded Memory Foam Chair Pillow, Reading & Bed Rest Pillows Grey Back Pillow for Bed, Bed Chair Arm Pillow with Pockets", "asin": "B07VWC1B49", "price": "$39.99", "delivery": "FREE delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:46:10.085Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0D8KLNGKS</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B0D8KLNGKS</answer_argument>", "index": 229, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and Supportive,Machine Washable,Suitable for Stomach,Back and Side Sleepers.\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Down Alternative Pillows for Stomach and Back Sleepers, Soft Density, Standard, Pack of 2, White, 26 in L x 20 in W\", \"asin\": \"B073726R5M\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Standard Size Set of 4, Bed Pillows Set of 4, Down Alternative Luxury Hotel Pillows for Sleeping Standard Pillows Set of 4 for Side and Back Sleepers\", \"asin\": \"B0D6R9LGBF\", \"price\": \"$33.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White\", \"asin\": \"B07CMK551C\", \"price\": \"$118.26\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows (Set of 4, White), 18 x 18 Inches Pillows for Sofa, Bed and Couch Decorative Stuffer Pillow\", \"asin\": \"B0714K41PB\", \"price\": \"$21.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Reading Pillow Standard Bed Pillow, Back Pillow for Sitting in Bed Shredded Memory Foam Chair Pillow, Reading & Bed Rest Pillows Grey Back Pillow for Bed, Bed Chair Arm Pillow with Pockets\", \"asin\": \"B07VWC1B49\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:10.085Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"/promo/A1B0BNLI5HIAV4\", \"price\": \"$21.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:19.657Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:46:19.657Z	input	bed pillow	rule	2025-04-08T22:46:19.657Z	train	230	2025-04-08T22:46:19.657Z	input	bed pillow	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed", "asin": "B0CFR2VN98", "price": "$21.99", "quantity": ""}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:46:19.657Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>bed pillow</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>bed pillow</answer_argument>", "index": 230, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"/promo/A1B0BNLI5HIAV4\", \"price\": \"$21.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:19.657Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tempur-Pedic Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White\", \"asin\": \"B07CMK551C\", \"price\": \"$118.26\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"HYLEORY Bed Pillows Queen Size Set of 2, Soft and Supportive with Down Alternative Microfiber Filled Pillows for Stomach or Side Sleepers, Hotel Collection, Cooling Supportive Pillow White\", \"asin\": \"B0DPMNDF4L\", \"price\": \"$19.37\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:25.594Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:46:25.594Z	click	other	rule	2025-04-08T22:46:25.594Z	train	231	2025-04-08T22:46:25.594Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:46:25.594Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 231, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"SUPA MODERN Cooling Bed Pillows for Sleeping 2 Pack Shredded Memory Foam Pillows Adjustable Cool Pillow for Side Back Stomach Sleepers Luxury Gel Pillows Queen Size Set of 2 Washable Removable Cover\", \"asin\": \"B07TMKXZQT\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 12 x 20 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B07N7GDB6Q\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Tempur-Pedic Memory Foam Symphony Pillow Luxury Soft Feel, Standard, White\", \"asin\": \"B07CMK551C\", \"price\": \"$118.26\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"HYLEORY Bed Pillows Queen Size Set of 2, Soft and Supportive with Down Alternative Microfiber Filled Pillows for Stomach or Side Sleepers, Hotel Collection, Cooling Supportive Pillow White\", \"asin\": \"B0DPMNDF4L\", \"price\": \"$19.37\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:25.594Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B08DTH86Q2\"\n},\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (Grey), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B09DSRLTQH\"\n},\n {\n \"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (Blue), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\",\n \"asin\": \"B01FXSVBNI\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Soft Bed Pillows Standard Size - Thin Ergonomic Design Pillows for Sleeping Supportive - Comfortable Removable Sleeping Pillow for Men Women, Easy to Care Today's Deals of The Day\", \"asin\": \"B0DDL6QKYD\", \"price\": \"$0.69\", \"delivery\": \"$23.99 delivery Apr 18 - 29\"},\n {\"title\": \"Cool Bed Pillows for Sleeping, Pillow for Stomach Sleepers Hotel Quality Firm Pillow Luxury Down Filling Supportive Pillow for Hot Sleepers Todays Deals 2024, Blue\", \"asin\": \"B0DBF9P18C\", \"price\": \"$0.99\", \"delivery\": \"$22.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Collection Bed Pillows Standard, Comfortable Soft Pillow for Sleeping, Bed Pillow for Side and Back Sleepers, Home Fabric Bed Pillows for Kids Adults Prime of Day Deals Today 2024\", \"asin\": \"B0DHW1Q1XD\", \"price\": \"$1.49\", \"delivery\": \"$12.99 delivery Apr 18 - 29 Or fastest delivery Apr 11 - 15\"},\n {\"title\": \"Clearance Hotel-Grade Pillow Core, 2024 New Pillow Core Soft and Supportive Down Bed Pillow Sleeping Pillow Made of Skin-Friendly Cotton Fabric for Back Side and Stomach Sleepers Daily Deal\", \"asin\": \"B0D5BG1TPF\", \"price\": \"$1.79\", \"delivery\": \"$23.99 delivery Apr 18 - 29\"},\n {\"title\": \"Pillows Standard Size, Pillow Core, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\\u00d719.69 in (1PC)\", \"asin\": \"B0DSKCRNV8\", \"price\": \"$1.99\", \"delivery\": \"$12.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Cervical Pillow for Neck and Shoulder Bed Sleeping Pillow Cooling Pillows for Sleeping Ergonomic Cooling Side Sleeper Pillow for Neck Support (Blue)\", \"asin\": \"B0DGX5PFF9\"},\n {\"title\": \"Soft Pillow Core, Breathable Bedding Throw Pillows Core, Pillow Hotel-Grade, Comfortable Throw Pillow Inserts for Bed, Couch and Cushion Today's Deals of The Day\", \"asin\": \"B0DQ8MWH4G\"},\n {\"title\": \"Clearance \\ud835\\udc05\\ud835\\udc1e\\ud835\\udc1a\\ud835\\udc2d\\ud835\\udc21\\ud835\\udc1e\\ud835\\udc2b Velvet Hotel-Grade Pillow Core, 16.5x27.5in Soft and Supportive Down Bed Pillow with Skin-Friendly Cotton Fabric for Back Stomach Or Side Sleepers Todays Deals, White\", \"asin\": \"B0D5HHVG8S\", \"price\": \"$2.29\", \"delivery\": \"$16.99 delivery Apr 18 - 29\"},\n {\"title\": \"Cute Cartoon Hedgehog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Beautiful Autumn Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBC5LKFB\", \"price\": \"$2.99\", \"delivery\": \"$7.20 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping, Non-Woven Brushed Fabric Pillow Core, Hotel Quality, Soft Comfortable, Breathable Cool, for Back, Side, Stomach Sleepers\", \"asin\": \"B0DDL5T6KG\", \"price\": \"$3.19\", \"delivery\": \"$9.99 delivery May 2 - 13 Or fastest delivery Apr 28 - 30\"},\n {\"title\": \"Bed Pillows for Sleeping, Hotel Quality Pillow Core, Standard Pillow Core, Stays Cool, Soft, Comfortable, Breathable, Bedding, for Back, Side, Stomach, Sleeper, 19.7 \\u00d7 11.8 \\u00d7 2.7 inch\", \"asin\": \"B0DJMHGF4B\", \"price\": \"$3.49\", \"delivery\": \"$14.99 delivery May 2 - 13\"},\n {\"title\": \"Pillow Core, Luxury Down Filling Supportive Pillow, \\ud835\\udc02\\ud835\\udc28\\ud835\\udc28\\ud835\\udc25\\ud835\\udc22\\ud835\\udc27\\ud835\\udc20 Hotel Quality, Hotel-grade Pillow Core Soft and Supportive Down Bed Pillow of Sales Today Clearance Prime Only, Gray\", \"asin\": \"B0D7QKDNM8\", \"price\": \"$3.59\", \"delivery\": \"$22.99 delivery Apr 22 - May 1\"},\n {\"title\": \"Bed Pillows for Sleeping, Standard Pillow Core, Corner Propped Pillow, Hotel Quality, Soft Down Alternatives Fills, Soft, Cozy, Bedding, for Back, Side, Stomach, Sleeper, 20\\\" x 30\\\"\", \"asin\": \"B0DJMGSH8C\", \"price\": \"$3.79\", \"delivery\": \"$21.99 delivery May 2 - 13\"},\n {\"title\": \"Bed Pillows for Sleeping, Soft Down Filling Pillow Core, Hotel Quality, Breathable, Comfortable, Cool, for Back, Side, Stomach Sleepers, 16.53\\\" x 27.55\\\"\", \"asin\": \"B0DFM87NWK\", \"price\": \"$3.79\", \"delivery\": \"$17.99 delivery May 2 - 13\"},\n {\"title\": \"Bed Pillows, Soft and Comfortable Pillow, Bed Pillows for Sleeping, Breathable Pillows, Hotel Bed Pillow, Easy to Clean, Machine Washable, Soft Pillows for Back Sleepers 30 50cm\", \"asin\": \"B0DSKB4DMR\", \"price\": \"$3.91\", \"delivery\": \"$12.99 delivery Apr 22 - May 1\"},\n {\"title\": \"Sales Today Clearance Only, Hotel Pillows, Hotel-Grade Pillow Core, Soft and Supportive Down Bed Pillow, Cool Pillow Soft for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric\", \"asin\": \"B0D6MMVZT6\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Sales Today Clearance Only, Hotel Pillows, Hotel-Grade Pillow Core, Soft and Supportive Down Bed Pillow, Cool Pillow Soft for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric\", \"asin\": \"B0D6N292XS\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Overstock Items Clearance All, Big Size Pillows for Bed, Soft Pillow for Sleeping, Hotel-grade Pillow Core Soft and Supportive Down Bed Pillow with Skin-Friendly Cotton Fabric, Medium, White\", \"asin\": \"B0D9QH515C\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Pillows Standard Size, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\\u00d719.69 in Clearance #\", \"asin\": \"B0DPM2FY42\", \"price\": \"$3.99\", \"delivery\": \"$12.99 delivery Apr 21 - 30\"},\n {\"title\": \"Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows for Neck and Shoulder Pain Clearance Items,18\\\"X29\\\"\", \"asin\": \"B0DPZ3VMGV\", \"price\": \"$3.99\", \"delivery\": \"$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Overstock Items Clearance All, Big Size Pillows for Bed, Soft Pillow for Sleeping, Hotel Quality Firm Pillow Down Filling Supportive Pillow for Hot Sleepers with Skin-Friendly Cotton Fabric\", \"asin\": \"B0D9QH381W\", \"price\": \"$3.99\", \"delivery\": \"$15.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Bed Pillows Standard Size, Velvet Hotel-Grade Pillow Core Soft and Supportive Down Bed Pillow Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton\", \"asin\": \"B0F3D1T8LR\", \"price\": \"$3.99\", \"delivery\": \"$19.99 delivery Apr 25 - May 6 Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"Bed Pillow for Sleeping, Neck Pillow, Ergonomic Cervical Pillow, Removable Breathable Cotton Cover, for Side, Back, Stomach Sleepers, Standard Pillows, 19.7\\u00d711.8\\u00d73.1\\u00d72.3 inch\", \"asin\": \"B0DJGX56VF\", \"price\": \"$3.99\", \"delivery\": \"$17.99 delivery May 2 - 13\"},\n {\"title\": \"Pillow Core, Hotel-Grade Pillow Core Soft and Supportive Bed Pillow Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric Daily Use Return pallets\", \"asin\": \"B0DCJQ4842\", \"price\": \"$3.99\", \"delivery\": \"$15.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:42.499Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:46:42.499Z	click	page_related	rule	2025-04-08T22:46:42.499Z	train	232	2025-04-08T22:46:42.499Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - 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Thin Ergonomic Design Pillows for Sleeping Supportive - Comfortable Removable Sleeping Pillow for Men Women, Easy to Care Today's Deals of The Day", "asin": "B0DDL6QKYD", "price": "$0.69", "delivery": "$23.99 delivery Apr 18 - 29"}, {"title": "Cool Bed Pillows for Sleeping, Pillow for Stomach Sleepers Hotel Quality Firm Pillow Luxury Down Filling Supportive Pillow for Hot Sleepers Todays Deals 2024, Blue", "asin": "B0DBF9P18C", "price": "$0.99", "delivery": "$22.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21"}, {"title": "Collection Bed Pillows Standard, Comfortable Soft Pillow for Sleeping, Bed Pillow for Side and Back Sleepers, Home Fabric Bed Pillows for Kids Adults Prime of Day Deals Today 2024", "asin": "B0DHW1Q1XD", "price": "$1.49", "delivery": "$12.99 delivery Apr 18 - 29 Or fastest delivery Apr 11 - 15"}, {"title": "Clearance Hotel-Grade Pillow Core, 2024 New Pillow Core Soft and Supportive Down Bed Pillow Sleeping Pillow Made of Skin-Friendly Cotton Fabric for Back Side and Stomach Sleepers Daily Deal", "asin": "B0D5BG1TPF", "price": "$1.79", "delivery": "$23.99 delivery Apr 18 - 29"}, {"title": "Pillows Standard Size, Pillow Core, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\u00d719.69 in (1PC)", "asin": "B0DSKCRNV8", "price": "$1.99", "delivery": "$12.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21"}, {"title": "Cervical Pillow for Neck and Shoulder Bed Sleeping Pillow Cooling Pillows for Sleeping Ergonomic Cooling Side Sleeper Pillow for Neck Support (Blue)", "asin": "B0DGX5PFF9"}, {"title": "Soft Pillow Core, Breathable Bedding Throw Pillows Core, Pillow Hotel-Grade, Comfortable Throw Pillow Inserts for Bed, Couch and Cushion Today's Deals of The Day", "asin": "B0DQ8MWH4G"}, {"title": "Clearance \ud835\udc05\ud835\udc1e\ud835\udc1a\ud835\udc2d\ud835\udc21\ud835\udc1e\ud835\udc2b Velvet Hotel-Grade Pillow Core, 16.5x27.5in Soft and Supportive Down Bed Pillow with Skin-Friendly Cotton Fabric for Back Stomach Or Side Sleepers Todays Deals, White", "asin": "B0D5HHVG8S", "price": "$2.29", "delivery": "$16.99 delivery Apr 18 - 29"}, {"title": "Cute Cartoon Hedgehog Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Funny Beautiful Autumn Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CBC5LKFB", "price": "$2.99", "delivery": "$7.20 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping, Non-Woven Brushed Fabric Pillow Core, Hotel Quality, Soft Comfortable, Breathable Cool, for Back, Side, Stomach Sleepers", "asin": "B0DDL5T6KG", "price": "$3.19", "delivery": "$9.99 delivery May 2 - 13 Or fastest delivery Apr 28 - 30"}, {"title": "Bed Pillows for Sleeping, Hotel Quality Pillow Core, Standard Pillow Core, Stays Cool, Soft, Comfortable, Breathable, Bedding, for Back, Side, Stomach, Sleeper, 19.7 \u00d7 11.8 \u00d7 2.7 inch", "asin": "B0DJMHGF4B", "price": "$3.49", "delivery": "$14.99 delivery May 2 - 13"}, {"title": "Pillow Core, Luxury Down Filling Supportive Pillow, \ud835\udc02\ud835\udc28\ud835\udc28\ud835\udc25\ud835\udc22\ud835\udc27\ud835\udc20 Hotel Quality, Hotel-grade Pillow Core Soft and Supportive Down Bed Pillow of Sales Today Clearance Prime Only, Gray", "asin": "B0D7QKDNM8", "price": "$3.59", "delivery": "$22.99 delivery Apr 22 - May 1"}, {"title": "Bed Pillows for Sleeping, Standard Pillow Core, Corner Propped Pillow, Hotel Quality, Soft Down Alternatives Fills, Soft, Cozy, Bedding, for Back, Side, Stomach, Sleeper, 20\" x 30\"", "asin": "B0DJMGSH8C", "price": "$3.79", "delivery": "$21.99 delivery May 2 - 13"}, {"title": "Bed Pillows for Sleeping, Soft Down Filling Pillow Core, Hotel Quality, Breathable, Comfortable, Cool, for Back, Side, Stomach Sleepers, 16.53\" x 27.55\"", "asin": "B0DFM87NWK", "price": "$3.79", "delivery": "$17.99 delivery May 2 - 13"}, {"title": "Bed Pillows, Soft and Comfortable Pillow, Bed Pillows for Sleeping, Breathable Pillows, Hotel Bed Pillow, Easy to Clean, Machine Washable, Soft Pillows for Back Sleepers 30 50cm", "asin": "B0DSKB4DMR", "price": "$3.91", "delivery": "$12.99 delivery Apr 22 - May 1"}, {"title": "Sales Today Clearance Only, Hotel Pillows, Hotel-Grade Pillow Core, Soft and Supportive Down Bed Pillow, Cool Pillow Soft for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric", "asin": "B0D6MMVZT6", "price": "$3.99", "delivery": "$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21"}, {"title": "Sales Today Clearance Only, Hotel Pillows, Hotel-Grade Pillow Core, Soft and Supportive Down Bed Pillow, Cool Pillow Soft for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric", "asin": "B0D6N292XS", "price": "$3.99", "delivery": "$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21"}, {"title": "Overstock Items Clearance All, Big Size Pillows for Bed, Soft Pillow for Sleeping, Hotel-grade Pillow Core Soft and Supportive Down Bed Pillow with Skin-Friendly Cotton Fabric, Medium, White", "asin": "B0D9QH515C", "price": "$3.99", "delivery": "$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21"}, {"title": "Pillows Standard Size, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\u00d719.69 in Clearance #", "asin": "B0DPM2FY42", "price": "$3.99", "delivery": "$12.99 delivery Apr 21 - 30"}, {"title": "Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows for Neck and Shoulder Pain Clearance Items,18\"X29\"", "asin": "B0DPZ3VMGV", "price": "$3.99", "delivery": "$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18"}, {"title": "Overstock Items Clearance All, Big Size Pillows for Bed, Soft Pillow for Sleeping, Hotel Quality Firm Pillow Down Filling Supportive Pillow for Hot Sleepers with Skin-Friendly Cotton Fabric", "asin": "B0D9QH381W", "price": "$3.99", "delivery": "$15.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21"}, {"title": "Bed Pillows Standard Size, Velvet Hotel-Grade Pillow Core Soft and Supportive Down Bed Pillow Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton", "asin": "B0F3D1T8LR", "price": "$3.99", "delivery": "$19.99 delivery Apr 25 - May 6 Or fastest delivery Apr 21 - 23"}, {"title": "Bed Pillow for Sleeping, Neck Pillow, Ergonomic Cervical Pillow, Removable Breathable Cotton Cover, for Side, Back, Stomach Sleepers, Standard Pillows, 19.7\u00d711.8\u00d73.1\u00d72.3 inch", "asin": "B0DJGX56VF", "price": "$3.99", "delivery": "$17.99 delivery May 2 - 13"}, {"title": "Pillow Core, Hotel-Grade Pillow Core Soft and Supportive Bed Pillow Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric Daily Use Return pallets", "asin": "B0DCJQ4842", "price": "$3.99", "delivery": "$15.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21"}, {"title": "Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:46:42.499Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 232, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": 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29\"},\n {\"title\": \"Cute Cartoon Hedgehog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Beautiful Autumn Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBC5LKFB\", \"price\": \"$2.99\", \"delivery\": \"$7.20 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping, Non-Woven Brushed Fabric Pillow Core, Hotel Quality, Soft Comfortable, Breathable Cool, for Back, Side, Stomach Sleepers\", \"asin\": \"B0DDL5T6KG\", \"price\": \"$3.19\", \"delivery\": \"$9.99 delivery May 2 - 13 Or fastest delivery Apr 28 - 30\"},\n {\"title\": \"Bed Pillows for Sleeping, Hotel Quality Pillow Core, Standard Pillow Core, Stays Cool, Soft, Comfortable, Breathable, Bedding, for Back, Side, Stomach, Sleeper, 19.7 \\u00d7 11.8 \\u00d7 2.7 inch\", \"asin\": \"B0DJMHGF4B\", \"price\": \"$3.49\", \"delivery\": \"$14.99 delivery May 2 - 13\"},\n {\"title\": \"Pillow Core, Luxury Down Filling Supportive Pillow, \\ud835\\udc02\\ud835\\udc28\\ud835\\udc28\\ud835\\udc25\\ud835\\udc22\\ud835\\udc27\\ud835\\udc20 Hotel Quality, Hotel-grade Pillow Core Soft and Supportive Down Bed Pillow of Sales Today Clearance Prime Only, Gray\", \"asin\": \"B0D7QKDNM8\", \"price\": \"$3.59\", \"delivery\": \"$22.99 delivery Apr 22 - May 1\"},\n {\"title\": \"Bed Pillows for Sleeping, Standard Pillow Core, Corner Propped Pillow, Hotel Quality, Soft Down Alternatives Fills, Soft, Cozy, Bedding, for Back, Side, Stomach, Sleeper, 20\\\" x 30\\\"\", \"asin\": \"B0DJMGSH8C\", \"price\": \"$3.79\", \"delivery\": \"$21.99 delivery May 2 - 13\"},\n {\"title\": \"Bed Pillows for Sleeping, Soft Down Filling Pillow Core, Hotel Quality, Breathable, Comfortable, Cool, for Back, Side, Stomach Sleepers, 16.53\\\" x 27.55\\\"\", \"asin\": \"B0DFM87NWK\", \"price\": \"$3.79\", \"delivery\": \"$17.99 delivery May 2 - 13\"},\n {\"title\": \"Bed Pillows, Soft and Comfortable Pillow, Bed Pillows for Sleeping, Breathable Pillows, Hotel Bed Pillow, Easy to Clean, Machine Washable, Soft Pillows for Back Sleepers 30 50cm\", \"asin\": \"B0DSKB4DMR\", \"price\": \"$3.91\", \"delivery\": \"$12.99 delivery Apr 22 - May 1\"},\n {\"title\": \"Sales Today Clearance Only, Hotel Pillows, Hotel-Grade Pillow Core, Soft and Supportive Down Bed Pillow, Cool Pillow Soft for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric\", \"asin\": \"B0D6MMVZT6\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Sales Today Clearance Only, Hotel Pillows, Hotel-Grade Pillow Core, Soft and Supportive Down Bed Pillow, Cool Pillow Soft for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric\", \"asin\": \"B0D6N292XS\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Overstock Items Clearance All, Big Size Pillows for Bed, Soft Pillow for Sleeping, Hotel-grade Pillow Core Soft and Supportive Down Bed Pillow with Skin-Friendly Cotton Fabric, Medium, White\", \"asin\": \"B0D9QH515C\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Pillows Standard Size, Stylish Velvet Hotel Pillow, Bed Pillows Soft and Comfortable Easy to Clean, Pillows for Side and Back Sleepers 11.81\\u00d719.69 in Clearance #\", \"asin\": \"B0DPM2FY42\", \"price\": \"$3.99\", \"delivery\": \"$12.99 delivery Apr 21 - 30\"},\n {\"title\": \"Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows for Neck and Shoulder Pain Clearance Items,18\\\"X29\\\"\", \"asin\": \"B0DPZ3VMGV\", \"price\": \"$3.99\", \"delivery\": \"$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Overstock Items Clearance All, Big Size Pillows for Bed, Soft Pillow for Sleeping, Hotel Quality Firm Pillow Down Filling Supportive Pillow for Hot Sleepers with Skin-Friendly Cotton Fabric\", \"asin\": \"B0D9QH381W\", \"price\": \"$3.99\", \"delivery\": \"$15.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Bed Pillows Standard Size, Velvet Hotel-Grade Pillow Core Soft and Supportive Down Bed Pillow Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton\", \"asin\": \"B0F3D1T8LR\", \"price\": \"$3.99\", \"delivery\": \"$19.99 delivery Apr 25 - May 6 Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"Bed Pillow for Sleeping, Neck Pillow, Ergonomic Cervical Pillow, Removable Breathable Cotton Cover, for Side, Back, Stomach Sleepers, Standard Pillows, 19.7\\u00d711.8\\u00d73.1\\u00d72.3 inch\", \"asin\": \"B0DJGX56VF\", \"price\": \"$3.99\", \"delivery\": \"$17.99 delivery May 2 - 13\"},\n {\"title\": \"Pillow Core, Hotel-Grade Pillow Core Soft and Supportive Bed Pillow Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric Daily Use Return pallets\", \"asin\": \"B0DCJQ4842\", \"price\": \"$3.99\", \"delivery\": \"$15.99 delivery Apr 24 - May 5 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:42.499Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Calm Grey\",\n \"asin\": \"B099QTDNTW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Pallets of Returned Items, Sales Today, Big Size Pillow for Bed, Ultra-Soft Pillow for Sleep, Hotel-Grade Pillow Core Soft and Supportive Down Bed Pillow, Made of Skin-Friendly Cotton Fabric\", \"asin\": \"B0D97CQ9R7\", \"price\": \"$3.99\", \"delivery\": \"$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"ChangQingArt Throw Pillow Cover Lovely Multicolor Cartoon Cats Decorative Throw Pillow Case Square 18\\\" x 18\\\" Home Couch Bed Pillowcase\", \"asin\": \"B0CLJBMWLV\", \"price\": \"$3.99\", \"delivery\": \"$10.99 delivery Apr 22 - May 2 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"Personalized Pillow Covers Custom Pillow Case with Name and Number, Square Pillowcase Cushion Covers for Sofa Couch Bed Chair Decorative 12x12 Inch\", \"asin\": \"B0CJ524YYD\", \"price\": \"$3.99\", \"delivery\": \"$4.99 delivery Apr 18 - 30\"},\n {\"title\": \"Hotel Quantity Bed Pillows, Standard Pillows Core, Cotton Velvet, Bed Pillows for Sleeping, Comfortable, Breathable, Bedding, for Back, Side, Stomach Sleeper, 17.3 x 26.7 Inch\", \"asin\": \"B0DK3QY18D\", \"price\": \"$4.39\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Microbead Pillows for Sleeping 15 X 8 Inch Pillows for Bed Soft Microbead Pillows Squishy Square Ergonomic Design Head Back Support Rest Cushion Car Seat Column Pillow for Bedroom Office\", \"asin\": \"B0CQG6LFNF\", \"price\": \"$4.98\", \"delivery\": \"$7.99 delivery Apr 22 - May 1 Or fastest delivery Apr 16 - 18 Only 17 left in stock - order soon.\"},\n {\"title\": \"Return Pallets for Sale Liquidation, Hotel-Grade Bed Pillow, Soft and Supportive Bed Pillow, Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric, 1PCS (Gray)\", \"asin\": \"B0DQ6X43FF\", \"price\": \"$4.99\", \"delivery\": \"$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows Return Pallets for Sale Liquidation,18\\\"X29\\\"\", \"asin\": \"B0DPZNG1Z6\", \"price\": \"$4.99\", \"delivery\": \"$13.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Mystery Pallets Amazon Returns, Big Size Bed Pillows, Soft Pillow for Sleeping, Bedding Size Bed Pillow White Cool Hotel Quality Corner Propped Pillow for Back Flat or Side Sleeping, Medium\", \"asin\": \"B0D9QH4YF7\", \"price\": \"$4.99\", \"delivery\": \"$15.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21\"},\n {\"title\": \"Hotel-Grade Pillow for Bed - Bed Pillow Sleeping Special Neck Pillow Material Pillow No Collapse Pillow Suitable for Side Sleepers and Stomach Sleepers Removable Breathable Cotton Pillows\", \"asin\": \"B0DBM1LFF5\"},\n {\"title\": \"Flat Pillows for Sleeping, Low Pillow, Thin Pillow, Slim Bed Pillows, Ergonomic Curved Design, Soft, Comfortable, Breathable, for Side, Back, Stomach Sleepers, Removable Cover, 20 x 30 Inch\", \"asin\": \"B0DDY5XCBB\", \"price\": \"$4.99\", \"delivery\": \"$18.99 delivery May 2 - 13\"},\n {\"title\": \"Watercolor Usa Flag Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Memorial Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTCN8VZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ikat Geometric Folklore Linen Pillow Covers 18x18In Set of 1 Oriental Tribal Ethnic ThrowPillow Covers Decorative Square Pillowcase Protector Cushion Case for Sofa Couch Bed Pillow Pillowcases\", \"asin\": \"B0CNTCKPFK\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Running Horse Herd Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sandy Dust Against Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTC36VY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"French Bulldog Usa Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBWQFX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Stars Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 USA Flag Symbols Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBPXGV\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Butterfly Colorful Watercolor Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Surface Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CNTBN72Y\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Usa Flag Wooden Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 American Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9MQ44\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"United States Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Square Stripes Lines Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9JSM4\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Vintage Summer Beach Seashells Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8RQXY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dog Paw Bone Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Footprint Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8MXTX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Colorful Fruits Candy Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sugar Jelly Beans Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8G9Q9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Flag Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8DP21\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Lizard Dinosaurs Cartoon Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Colorful Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT88F41\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dino Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Dinosaur Original Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87SBM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:52.489Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:46:52.489Z	click	page_related	rule	2025-04-08T22:46:52.489Z	train	233	2025-04-08T22:46:52.489Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "$100.00"}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.00", "quantity": "1"}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "$13.00", "quantity": "1"}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "$82.00", "quantity": "1"}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "$14.99", "quantity": "1"}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "$35.63", "quantity": "1"}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "$10.99", "quantity": "1"}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "price": "$39.00", "quantity": "1"}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "price": "$7.99", "quantity": "1"}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "price": "$31.99", "quantity": "1"}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "price": "$28.99", "quantity": "1"}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "$19.99", "quantity": "1"}, {"title": "Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid", "asin": "B01NBFHFZN", "price": "$6.97"}, {"title": "Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)", "asin": "B007L0DPE0", "price": "$10.98"}, {"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count", "asin": "B017PCGABI", "price": "$8.97"} ], "ads": [ { "title": "C CUSHION LAB Deep Sleep Pillow, Patented Ergonomic Contour Design for Side & Back Sleepers, Orthopedic Cervical Shape Gently Cradles Head & Provides Neck Support & Shoulder Pain Relief - Calm Grey", "asin": "B099QTDNTW" } ], "search_results": [ {"title": "Pallets of Returned Items, Sales Today, Big Size Pillow for Bed, Ultra-Soft Pillow for Sleep, Hotel-Grade Pillow Core Soft and Supportive Down Bed Pillow, Made of Skin-Friendly Cotton Fabric", "asin": "B0D97CQ9R7", "price": "$3.99", "delivery": "$13.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21"}, {"title": "ChangQingArt Throw Pillow Cover Lovely Multicolor Cartoon Cats Decorative Throw Pillow Case Square 18\" x 18\" Home Couch Bed Pillowcase", "asin": "B0CLJBMWLV", "price": "$3.99", "delivery": "$10.99 delivery Apr 22 - May 2 Or fastest delivery Apr 14 - 16"}, {"title": "Personalized Pillow Covers Custom Pillow Case with Name and Number, Square Pillowcase Cushion Covers for Sofa Couch Bed Chair Decorative 12x12 Inch", "asin": "B0CJ524YYD", "price": "$3.99", "delivery": "$4.99 delivery Apr 18 - 30"}, {"title": "Hotel Quantity Bed Pillows, Standard Pillows Core, Cotton Velvet, Bed Pillows for Sleeping, Comfortable, Breathable, Bedding, for Back, Side, Stomach Sleeper, 17.3 x 26.7 Inch", "asin": "B0DK3QY18D", "price": "$4.39", "delivery": "$19.99 delivery May 2 - 13"}, {"title": "Microbead Pillows for Sleeping 15 X 8 Inch Pillows for Bed Soft Microbead Pillows Squishy Square Ergonomic Design Head Back Support Rest Cushion Car Seat Column Pillow for Bedroom Office", "asin": "B0CQG6LFNF", "price": "$4.98", "delivery": "$7.99 delivery Apr 22 - May 1 Or fastest delivery Apr 16 - 18 Only 17 left in stock - order soon."}, {"title": "Return Pallets for Sale Liquidation, Hotel-Grade Bed Pillow, Soft and Supportive Bed Pillow, Suitable for Back Side and Stomach Sleepers Made of Skin-Friendly Cotton Fabric, 1PCS (Gray)", "asin": "B0DQ6X43FF", "price": "$4.99", "delivery": "$14.99 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Soft and Non Sinking Pillows, Bedding Bed Pillows for Sleeping, Skin-Friendly Breathable Pillow for Back, Stomach Or Side Sleepers, Hotel Pillows Return Pallets for Sale Liquidation,18\"X29\"", "asin": "B0DPZNG1Z6", "price": "$4.99", "delivery": "$13.99 delivery Apr 24 - May 6 Or fastest delivery Apr 16 - 18"}, {"title": "Mystery Pallets Amazon Returns, Big Size Bed Pillows, Soft Pillow for Sleeping, Bedding Size Bed Pillow White Cool Hotel Quality Corner Propped Pillow for Back Flat or Side Sleeping, Medium", "asin": "B0D9QH4YF7", "price": "$4.99", "delivery": "$15.99 delivery Apr 23 - May 2 Or fastest delivery Apr 17 - 21"}, {"title": "Hotel-Grade Pillow for Bed - Bed Pillow Sleeping Special Neck Pillow Material Pillow No Collapse Pillow Suitable for Side Sleepers and Stomach Sleepers Removable Breathable Cotton Pillows", "asin": "B0DBM1LFF5"}, {"title": "Flat Pillows for Sleeping, Low Pillow, Thin Pillow, Slim Bed Pillows, Ergonomic Curved Design, Soft, Comfortable, Breathable, for Side, Back, Stomach Sleepers, Removable Cover, 20 x 30 Inch", "asin": "B0DDY5XCBB", "price": "$4.99", "delivery": "$18.99 delivery May 2 - 13"}, {"title": "Watercolor Usa Flag Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Memorial Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTCN8VZ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Ikat Geometric Folklore Linen Pillow Covers 18x18In Set of 1 Oriental Tribal Ethnic ThrowPillow Covers Decorative Square Pillowcase Protector Cushion Case for Sofa Couch Bed Pillow Pillowcases", "asin": "B0CNTCKPFK", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Running Horse Herd Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sandy Dust Against Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTC36VY", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "French Bulldog Usa Flag Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTBWQFX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "American Stars Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 USA Flag Symbols Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNTBPXGV", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Butterfly Colorful Watercolor Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Surface Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect", "asin": "B0CNTBN72Y", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Usa Flag Wooden Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 American Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT9MQ44", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "United States Flag Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Square Stripes Lines Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT9JSM4", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Vintage Summer Beach Seashells Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8RQXY", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Dog Paw Bone Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Footprint Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8MXTX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Colorful Fruits Candy Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sugar Jelly Beans Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8G9Q9", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "American Flag Vintage Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT8DP21", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Lizard Dinosaurs Cartoon Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Colorful Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT88F41", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Dino Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Dinosaur Original Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT87SBM", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)", "asin": "B0BYYGKJFK", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White", "asin": "B08X4YD3KC", "price": "$24.99", "delivery": "FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:46:52.489Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 233, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Stars Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 USA Flag Symbols Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNTBPXGV\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Butterfly Colorful Watercolor Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Surface Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CNTBN72Y\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Usa Flag Wooden Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 American Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9MQ44\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"United States Flag Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Square Stripes Lines Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT9JSM4\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Vintage Summer Beach Seashells Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8RQXY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dog Paw Bone Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Footprint Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8MXTX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Colorful Fruits Candy Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sugar Jelly Beans Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8G9Q9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"American Flag Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT8DP21\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Lizard Dinosaurs Cartoon Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Colorful Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT88F41\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dino Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Dinosaur Original Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87SBM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:52.489Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyester, White Solid\",\n \"asin\": \"B097ZXS9QL\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Summer Sandy Beach Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Coral Seashell Starfish Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT87J9S\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Big Natural Seashell Water Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Beach Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT7Y1MZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Funny Cats Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Doodle Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT7D7ZX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Dinosaur Footprint Tracks Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Paw Grunge Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT6RN7T\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Underwater Coral Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Shells Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT66TM5\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Dog Paw Track Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Animal Footprint Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT626YQ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 22 - May 2 Or fastest delivery Apr 16 - 21\"},\n {\"title\": \"Cute Colorful Paw Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Graffiti Print Animal Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT61H4S\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 22 - May 2 Or fastest delivery Apr 16 - 21\"},\n {\"title\": \"Cute Heart Dinosaurs Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT5R7Z9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Paw Cat Dog Heart Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Doodle Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT5CJQL\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Beach Starfish Family Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Sandy Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT4H6XY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"LGBT Rainbow Funny Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Love Is Love Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT458MM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Rainbow Hand in Space Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Romantic LGBT Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT3SD5D\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloth Mode Activated Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT3J78X\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Koala Cute Leaf Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT3J4TM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Mughal Motif Ikat Ethnic Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Embroidery Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT38TXP\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloths Pink Hearts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT2QBBW\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Lgbt Pride Rainbow Flags Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Gay Couple Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT2B2G8\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Traditional Cranes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Flower Wave Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protec\", \"asin\": \"B0CNT24Z51\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:59.804Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:46:59.804Z	click	page_related	rule	2025-04-08T22:46:59.804Z	train	234	2025-04-08T22:46:59.804Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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"purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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"2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": 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Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyester, White Solid", "asin": "B097ZXS9QL" } ], "search_results": [ {"title": "Summer Sandy Beach Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Coral Seashell Starfish Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT87J9S", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Big Natural Seashell Water Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Summer Beach Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT7Y1MZ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Funny Cats Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cute Animal Doodle Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT7D7ZX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Puppy Watercolor Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Dog Sunglasses Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT78YV9", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Watercolor Various Cats Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cute Sphynx Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT77PX7", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Paw Footprint Bone Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Dog Shiny Grunge Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT76KPF", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Doghead Pattern Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Puppy Face Graffiti Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT715VV", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Summer Sandy Beach Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Blue Seawater Coconut Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT6TPBF", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Dinosaurs Kiss Me Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT6RX69", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Dinosaur Footprint Tracks Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Paw Grunge Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT6RN7T", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Summer Underwater Coral Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Shells Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT66TM5", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Doodle Dog Paw Track Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Animal Footprint Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT626YQ", "price": "$4.99", "delivery": "$5.26 delivery Apr 22 - May 2 Or fastest delivery Apr 16 - 21"}, {"title": "Cute Colorful Paw Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Graffiti Print Animal Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT61H4S", "price": "$4.99", "delivery": "$5.26 delivery Apr 22 - May 2 Or fastest delivery Apr 16 - 21"}, {"title": "Cute Heart Dinosaurs Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT5R7Z9", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Paw Cat Dog Heart Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Doodle Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT5CJQL", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Beach Starfish Family Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Summer Sandy Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT4H6XY", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "LGBT Rainbow Funny Cat Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Love Is Love Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT458MM", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Rainbow Hand in Space Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Romantic LGBT Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT3SD5D", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Sloth Mode Activated Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Funny Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT3J78X", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Summer Koala Cute Leaf Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT3J4TM", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Mughal Motif Ikat Ethnic Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Embroidery Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT38TXP", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Sloths Pink Hearts Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT2QBBW", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Lgbt Pride Rainbow Flags Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Gay Couple Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNT2B2G8", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Japanese Traditional Cranes Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Flower Wave Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protec", "asin": "B0CNT24Z51", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:46:59.804Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 234, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doghead Pattern Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Puppy Face Graffiti Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT715VV\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Sandy Beach Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Blue Seawater Coconut Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT6TPBF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Dinosaurs Kiss Me Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT6RX69\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Dinosaur Footprint Tracks Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Paw Grunge Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT6RN7T\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Underwater Coral Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Shells Sand Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT66TM5\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Dog Paw Track Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Animal Footprint Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT626YQ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 22 - May 2 Or fastest delivery Apr 16 - 21\"},\n {\"title\": \"Cute Colorful Paw Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Graffiti Print Animal Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT61H4S\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 22 - May 2 Or fastest delivery Apr 16 - 21\"},\n {\"title\": \"Cute Heart Dinosaurs Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT5R7Z9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Paw Cat Dog Heart Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Doodle Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT5CJQL\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Beach Starfish Family Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Sandy Sky Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT4H6XY\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"LGBT Rainbow Funny Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Love Is Love Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT458MM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Rainbow Hand in Space Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Romantic LGBT Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT3SD5D\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloth Mode Activated Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT3J78X\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Koala Cute Leaf Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT3J4TM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Mughal Motif Ikat Ethnic Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Embroidery Design Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT38TXP\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloths Pink Hearts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT2QBBW\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Lgbt Pride Rainbow Flags Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Gay Couple Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT2B2G8\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Traditional Cranes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Flower Wave Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protec\", \"asin\": \"B0CNT24Z51\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:46:59.804Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"C CUSHION LAB Deep Sleep Pillow, Patented Ergonomic Contour Design for Side & Back Sleepers, Orthopedic Cervical Shape Gently Cradles Head & Provides Neck Support & Shoulder Pain Relief - Calm Grey\",\n \"asin\": \"B099QTDNTW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Colorful Bright Feather Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Retro Embroidery Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT23PJ3\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloth Watermelon Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Tropical Summer Leaf Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1X3PK\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Vintage Dog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Strawberry Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1SZTM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Doodle Sloth Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Flower Leaf Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1P3J4\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Children Cartoon Elephant Lion Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1NDDT\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Samurai Katana Sword Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Japan Red Sunset Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1GL78\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Flower Embroidery Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Colorful Floral Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1BKSG\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"USA National Flag Fish Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT18YRB\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese White Crane Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Japanese White Crane Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT17617\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Fans Cranes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Jubilant Luxury Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT171ZT\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Traditional Japanese Wave Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Tribe Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT165JQ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Sushi Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Food Theme Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT12RGF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Koala Bunny Cat Dog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Cartoon Animals Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZRLY7\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloth Summer Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Tropical Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZM49C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Pineapple Summer Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Pink Sunglasses Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZGJ31\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Colorful Peacock Feather Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZGHFS\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Koala Moon Clouds Pink Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Animals Cute Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZDKZ9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Style Fish Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Beautiful Fantasy Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZ6QZX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Carp Ethnic Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Golden Cloud Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYW9QW\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Flower Koala Face Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Forest Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYQ373\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Panda Baby Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 White Spring Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYM9CQ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ethnic Textile Embroidery Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Mughal Arts Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYKPP3\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Winter Forest Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Highway Road Spring Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYBWR1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Spring Bee Heart Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSS4XFP\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN 12x20 Pillow Insert - Pack of 2 White Decorative Pillow for Sofa Bed, Fluffy Pillow Inserts for Throw Pillow Covers, Bed, Couch Pillows for Living Room\", \"asin\": \"B09WTPGPBZ\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Apr 16 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 19 - 28\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:04.690Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:04.690Z	click	page_related	rule	2025-04-08T22:47:04.690Z	train	235	2025-04-08T22:47:04.690Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - 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May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Spring Bee Heart Cute Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CNSS4XFP", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "LANE LINEN 12x20 Pillow Insert - Pack of 2 White Decorative Pillow for Sofa Bed, Fluffy Pillow Inserts for Throw Pillow Covers, Bed, Couch Pillows for Living Room", "asin": "B09WTPGPBZ", "price": "$16.99", "delivery": "FREE delivery Apr 16 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 19 - 28"}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:04.690Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 235, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Calm Grey\",\n \"asin\": \"B099QTDNTW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Colorful Bright Feather Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Retro Embroidery Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT23PJ3\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloth Watermelon Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Tropical Summer Leaf Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1X3PK\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Vintage Dog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Strawberry Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1SZTM\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Doodle Sloth Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Flower Leaf Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1P3J4\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Children Cartoon Elephant Lion Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1NDDT\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Samurai Katana Sword Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Japan Red Sunset Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1GL78\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Flower Embroidery Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Colorful Floral Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT1BKSG\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"USA National Flag Fish Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Independence Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT18YRB\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese White Crane Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Japanese White Crane Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT17617\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Fans Cranes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Jubilant Luxury Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT171ZT\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Traditional Japanese Wave Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Tribe Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT165JQ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Sushi Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Food Theme Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNT12RGF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Koala Bunny Cat Dog Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Cartoon Animals Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZRLY7\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Sloth Summer Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Tropical Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZM49C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Pineapple Summer Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Pink Sunglasses Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZGJ31\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Colorful Peacock Feather Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Summer Vintage Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZGHFS\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Koala Moon Clouds Pink Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Animals Cute Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZDKZ9\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Style Fish Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Beautiful Fantasy Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSZ6QZX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Japanese Carp Ethnic Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Golden Cloud Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYW9QW\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Flower Koala Face Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Animal Forest Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYQ373\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Panda Baby Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 White Spring Flower Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYM9CQ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ethnic Textile Embroidery Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Mughal Arts Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYKPP3\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Summer Winter Forest Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Highway Road Spring Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSYBWR1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Spring Bee Heart Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CNSS4XFP\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN 12x20 Pillow Insert - Pack of 2 White Decorative Pillow for Sofa Bed, Fluffy Pillow Inserts for Throw Pillow Covers, Bed, Couch Pillows for Living Room\", \"asin\": \"B09WTPGPBZ\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Apr 16 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 19 - 28\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:04.690Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": 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\"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH88XD3W\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Cute Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGZXDZC1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Mummy Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Lines Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGJ7YY43\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Colorful Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTQYN3Z\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Coffee Cup Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTPWN72\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCP4FYL6\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Magical Autumn Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCGPHB5C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors\", \"asin\": \"B0CC9BN4NF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Scratch Falling Leaves Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CC1515ZJ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Little Witch on Crow Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CC13H8KX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Hungry Cat Looking Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBK917FC\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \\ud835\\ude0a\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude22\\ud835\\ude33\\ud835\\ude22\\ud835\\ude2f\\ud835\\ude24\\ud835\\ude26 \\ud835\\ude1a\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude34 \\ud835\\ude1b\\ud835\\ude30\\ud835\\ude25\\ud835\\ude22\\ud835\\ude3a \\ud835\\ude0b\\ud835\\ude26\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude34\", \"asin\": \"B0DCJZTHFF\", \"price\": \"$5.19\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \\ud835\\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \\ud835\\udc43rime Day \\ud835\\udc46ales, White\", \"asin\": \"B0D8BM9MKN\", \"price\": \"$5.39\", \"delivery\": \"$19.99 delivery Apr 18 - 29\"},\n {\"title\": \"Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed\", \"asin\": \"B0BQYY417K\"},\n {\"title\": \"Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car\", \"asin\": \"B0BQYXZBY5\"},\n {\"title\": \"High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DDG8Z92M\", \"price\": \"$5.69\", \"delivery\": \"$15.99 delivery Apr 18 - 29\"},\n {\"title\": \"Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DCMWXFBB\"},\n {\"title\": \"Watercolor Feather Art\\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\\\"x20\\\"\", \"asin\": \"B0CVVF3PK2\", \"price\": \"$5.88\", \"delivery\": \"$6.99 delivery Apr 18 - 29\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2\", \"asin\": \"B0D5RNGKPN\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2K1D22\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:15.605Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:15.605Z	click	filter	rule	2025-04-08T22:47:15.605Z	train	236	2025-04-08T22:47:15.605Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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23"}, {"title": "Hungry Cat Looking Turkey Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CBK917FC", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \ud835\ude0a\ud835\ude2d\ud835\ude26\ud835\ude22\ud835\ude33\ud835\ude22\ud835\ude2f\ud835\ude24\ud835\ude26 \ud835\ude1a\ud835\ude22\ud835\ude2d\ud835\ude26\ud835\ude34 \ud835\ude1b\ud835\ude30\ud835\ude25\ud835\ude22\ud835\ude3a \ud835\ude0b\ud835\ude26\ud835\ude22\ud835\ude2d\ud835\ude34", "asin": "B0DCJZTHFF", "price": "$5.19", "delivery": "$19.99 delivery May 2 - 13"}, {"title": "Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \ud835\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \ud835\udc43rime Day \ud835\udc46ales, White", "asin": "B0D8BM9MKN", "price": "$5.39", "delivery": "$19.99 delivery Apr 18 - 29"}, {"title": "Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed", "asin": "B0BQYY417K"}, {"title": "Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car", "asin": "B0BQYXZBY5"}, {"title": "High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows", "asin": "B0DDG8Z92M", "price": "$5.69", "delivery": "$15.99 delivery Apr 18 - 29"}, {"title": "Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows", "asin": "B0DCMWXFBB"}, {"title": "Watercolor Feather Art\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\"x20\"", "asin": "B0CVVF3PK2", "price": "$5.88", "delivery": "$6.99 delivery Apr 18 - 29"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2", "asin": "B0D5RNGKPN", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon."}, {"title": "Bed Pillows for Sleeping Standard Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs", "asin": "B0DG2K1D22", "price": "$19.18", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:15.605Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "index": 236, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"Three Geese White Goose Feather Polyester Bed Pillows Queen/Standard Size Set of 2- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyfiber,White Solid\",\n \"asin\": \"B074R8WMGG\"\n},\n {\n \"title\": \"Three Geese Adjustable Layer Goose Feather Pillow,Assembled Bed Pillow,100% Soft Cotton Cover,Good for Side and Back Stomach Sleeper, Standard/Queen Size,Packaging Include 1 Pillow.\",\n \"asin\": \"B07VRBM3GS\"\n},\n {\n \"title\": \"Three Geese Pack of 2 White Goose Feather Polyester Bed Pillows King Size - Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyester, White Solid\",\n \"asin\": \"B097ZXS9QL\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Cute Sexy Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Red Mouth Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV5PF54\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Love Kiss Sexy Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sweet Heart Red Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV5MSLB\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Red Strawberry Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sexy Mouth Heart Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV2JFFZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ28VF9B\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Pumpkin Ghost Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Print Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH8BRPFG\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Fat Cat Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89DSB7\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH88XD3W\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Cute Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGZXDZC1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Mummy Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Lines Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGJ7YY43\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Colorful Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTQYN3Z\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Coffee Cup Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTPWN72\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCP4FYL6\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Magical Autumn Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCGPHB5C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors\", \"asin\": \"B0CC9BN4NF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Scratch Falling Leaves Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CC1515ZJ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Little Witch on Crow Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CC13H8KX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Hungry Cat Looking Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBK917FC\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \\ud835\\ude0a\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude22\\ud835\\ude33\\ud835\\ude22\\ud835\\ude2f\\ud835\\ude24\\ud835\\ude26 \\ud835\\ude1a\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude34 \\ud835\\ude1b\\ud835\\ude30\\ud835\\ude25\\ud835\\ude22\\ud835\\ude3a \\ud835\\ude0b\\ud835\\ude26\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude34\", \"asin\": \"B0DCJZTHFF\", \"price\": \"$5.19\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \\ud835\\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \\ud835\\udc43rime Day \\ud835\\udc46ales, White\", \"asin\": \"B0D8BM9MKN\", \"price\": \"$5.39\", \"delivery\": \"$19.99 delivery Apr 18 - 29\"},\n {\"title\": \"Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed\", \"asin\": \"B0BQYY417K\"},\n {\"title\": \"Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car\", \"asin\": \"B0BQYXZBY5\"},\n {\"title\": \"High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DDG8Z92M\", \"price\": \"$5.69\", \"delivery\": \"$15.99 delivery Apr 18 - 29\"},\n {\"title\": \"Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DCMWXFBB\"},\n {\"title\": \"Watercolor Feather Art\\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\\\"x20\\\"\", \"asin\": \"B0CVVF3PK2\", \"price\": \"$5.88\", \"delivery\": \"$6.99 delivery Apr 18 - 29\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2\", \"asin\": \"B0D5RNGKPN\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2K1D22\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:15.605Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"Three Geese White Goose Feather Polyester Bed Pillows Queen/Standard Size Set of 2- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyfiber,White Solid\",\n \"asin\": \"B074R8WMGG\"\n},\n {\n \"title\": \"Three Geese Adjustable Layer Goose Feather Pillow,Assembled Bed Pillow,100% Soft Cotton Cover,Good for Side and Back Stomach Sleeper, Standard/Queen Size,Packaging Include 1 Pillow.\",\n \"asin\": \"B07VRBM3GS\"\n},\n {\n \"title\": \"Three Geese Pack of 2 White Goose Feather Polyester Bed Pillows King Size - Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyester, White Solid\",\n \"asin\": \"B097ZXS9QL\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Cute Sexy Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Red Mouth Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV5PF54\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Love Kiss Sexy Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sweet Heart Red Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV5MSLB\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Red Strawberry Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sexy Mouth Heart Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV2JFFZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ28VF9B\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Pumpkin Ghost Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Print Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH8BRPFG\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Fat Cat Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89DSB7\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH88XD3W\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Cute Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGZXDZC1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Mummy Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Lines Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGJ7YY43\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Colorful Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTQYN3Z\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Coffee Cup Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTPWN72\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCP4FYL6\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Magical Autumn Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCGPHB5C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors\", \"asin\": \"B0CC9BN4NF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Scratch Falling Leaves Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CC1515ZJ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Little Witch on Crow Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CC13H8KX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Hungry Cat Looking Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBK917FC\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \\ud835\\ude0a\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude22\\ud835\\ude33\\ud835\\ude22\\ud835\\ude2f\\ud835\\ude24\\ud835\\ude26 \\ud835\\ude1a\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude34 \\ud835\\ude1b\\ud835\\ude30\\ud835\\ude25\\ud835\\ude22\\ud835\\ude3a \\ud835\\ude0b\\ud835\\ude26\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude34\", \"asin\": \"B0DCJZTHFF\", \"price\": \"$5.19\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \\ud835\\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \\ud835\\udc43rime Day \\ud835\\udc46ales, White\", \"asin\": \"B0D8BM9MKN\", \"price\": \"$5.39\", \"delivery\": \"$19.99 delivery Apr 18 - 29\"},\n {\"title\": \"Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed\", \"asin\": \"B0BQYY417K\"},\n {\"title\": \"Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car\", \"asin\": \"B0BQYXZBY5\"},\n {\"title\": \"High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DDG8Z92M\", \"price\": \"$5.69\", \"delivery\": \"$15.99 delivery Apr 18 - 29\"},\n {\"title\": \"Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DCMWXFBB\"},\n {\"title\": \"Watercolor Feather Art\\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\\\"x20\\\"\", \"asin\": \"B0CVVF3PK2\", \"price\": \"$5.88\", \"delivery\": \"$6.99 delivery Apr 18 - 29\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2\", \"asin\": \"B0D5RNGKPN\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2K1D22\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:18.669Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:18.669Z	click	filter	rule	2025-04-08T22:47:18.669Z	train	237	2025-04-08T22:47:18.669Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Pink Ghost Halloween Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors", "asin": "B0CC9BN4NF", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cat Scratch Falling Leaves Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CC1515ZJ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cartoon Little Witch on Crow Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect", "asin": "B0CC13H8KX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Hungry Cat Looking Turkey Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CBK917FC", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \ud835\ude0a\ud835\ude2d\ud835\ude26\ud835\ude22\ud835\ude33\ud835\ude22\ud835\ude2f\ud835\ude24\ud835\ude26 \ud835\ude1a\ud835\ude22\ud835\ude2d\ud835\ude26\ud835\ude34 \ud835\ude1b\ud835\ude30\ud835\ude25\ud835\ude22\ud835\ude3a \ud835\ude0b\ud835\ude26\ud835\ude22\ud835\ude2d\ud835\ude34", "asin": "B0DCJZTHFF", "price": "$5.19", "delivery": "$19.99 delivery May 2 - 13"}, {"title": "Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \ud835\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \ud835\udc43rime Day \ud835\udc46ales, White", "asin": "B0D8BM9MKN", "price": "$5.39", "delivery": "$19.99 delivery Apr 18 - 29"}, {"title": "Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed", "asin": "B0BQYY417K"}, {"title": "Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car", "asin": "B0BQYXZBY5"}, {"title": "High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows", "asin": "B0DDG8Z92M", "price": "$5.69", "delivery": "$15.99 delivery Apr 18 - 29"}, {"title": "Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows", "asin": "B0DCMWXFBB"}, {"title": "Watercolor Feather Art\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\"x20\"", "asin": "B0CVVF3PK2", "price": "$5.88", "delivery": "$6.99 delivery Apr 18 - 29"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2", "asin": "B0D5RNGKPN", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon."}, {"title": "Bed Pillows for Sleeping Standard Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs", "asin": "B0DG2K1D22", "price": "$19.18", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:18.669Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "index": 237, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Colorful Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTQYN3Z\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Coffee Cup Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTPWN72\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCP4FYL6\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Magical Autumn Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCGPHB5C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors\", \"asin\": \"B0CC9BN4NF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Scratch Falling Leaves Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CC1515ZJ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Little Witch on Crow Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CC13H8KX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Hungry Cat Looking Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBK917FC\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \\ud835\\ude0a\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude22\\ud835\\ude33\\ud835\\ude22\\ud835\\ude2f\\ud835\\ude24\\ud835\\ude26 \\ud835\\ude1a\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude34 \\ud835\\ude1b\\ud835\\ude30\\ud835\\ude25\\ud835\\ude22\\ud835\\ude3a \\ud835\\ude0b\\ud835\\ude26\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude34\", \"asin\": \"B0DCJZTHFF\", \"price\": \"$5.19\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \\ud835\\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \\ud835\\udc43rime Day \\ud835\\udc46ales, White\", \"asin\": \"B0D8BM9MKN\", \"price\": \"$5.39\", \"delivery\": \"$19.99 delivery Apr 18 - 29\"},\n {\"title\": \"Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed\", \"asin\": \"B0BQYY417K\"},\n {\"title\": \"Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car\", \"asin\": \"B0BQYXZBY5\"},\n {\"title\": \"High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DDG8Z92M\", \"price\": \"$5.69\", \"delivery\": \"$15.99 delivery Apr 18 - 29\"},\n {\"title\": \"Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DCMWXFBB\"},\n {\"title\": \"Watercolor Feather Art\\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\\\"x20\\\"\", \"asin\": \"B0CVVF3PK2\", \"price\": \"$5.88\", \"delivery\": \"$6.99 delivery Apr 18 - 29\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2\", \"asin\": \"B0D5RNGKPN\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2K1D22\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:18.669Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"Three Geese White Goose Feather Polyester Bed Pillows Queen/Standard Size Set of 2- Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyfiber,White Solid\",\n \"asin\": \"B074R8WMGG\"\n},\n {\n \"title\": \"Three Geese Adjustable Layer Goose Feather Pillow,Assembled Bed Pillow,100% Soft Cotton Cover,Good for Side and Back Stomach Sleeper, Standard/Queen Size,Packaging Include 1 Pillow.\",\n \"asin\": \"B07VRBM3GS\"\n},\n {\n \"title\": \"Three Geese Pack of 2 White Goose Feather Polyester Bed Pillows King Size - Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyester, White Solid\",\n \"asin\": \"B097ZXS9QL\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Cute Sexy Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Red Mouth Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV5PF54\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Love Kiss Sexy Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sweet Heart Red Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV5MSLB\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Red Strawberry Lips Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Sexy Mouth Heart Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLV2JFFZ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH88XD3W\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Cute Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGZXDZC1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Mummy Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Lines Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGJ7YY43\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Colorful Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTQYN3Z\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Coffee Cup Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTPWN72\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCP4FYL6\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Magical Autumn Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCGPHB5C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors\", \"asin\": \"B0CC9BN4NF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Scratch Falling Leaves Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CC1515ZJ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Little Witch on Crow Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CC13H8KX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Hungry Cat Looking Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBK917FC\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \\ud835\\ude0a\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude22\\ud835\\ude33\\ud835\\ude22\\ud835\\ude2f\\ud835\\ude24\\ud835\\ude26 \\ud835\\ude1a\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude34 \\ud835\\ude1b\\ud835\\ude30\\ud835\\ude25\\ud835\\ude22\\ud835\\ude3a \\ud835\\ude0b\\ud835\\ude26\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude34\", \"asin\": \"B0DCJZTHFF\", \"price\": \"$5.19\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \\ud835\\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \\ud835\\udc43rime Day \\ud835\\udc46ales, White\", \"asin\": \"B0D8BM9MKN\", \"price\": \"$5.39\", \"delivery\": \"$19.99 delivery Apr 18 - 29\"},\n {\"title\": \"Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed\", \"asin\": \"B0BQYY417K\"},\n {\"title\": \"Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car\", \"asin\": \"B0BQYXZBY5\"},\n {\"title\": \"High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DDG8Z92M\", \"price\": \"$5.69\", \"delivery\": \"$15.99 delivery Apr 18 - 29\"},\n {\"title\": \"Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DCMWXFBB\"},\n {\"title\": \"Watercolor Feather Art\\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\\\"x20\\\"\", \"asin\": \"B0CVVF3PK2\", \"price\": \"$5.88\", \"delivery\": \"$6.99 delivery Apr 18 - 29\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2\", \"asin\": \"B0D5RNGKPN\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2K1D22\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:19.281Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:19.281Z	click	filter	rule	2025-04-08T22:47:19.281Z	train	238	2025-04-08T22:47:19.281Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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"purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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"review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. 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Soft 600 Thread Count 100% Cotton, Medium Firm,Soft Support Surround Fill Polyester, White Solid", "asin": "B097ZXS9QL" } ], "search_results": [ {"title": "Cute Sexy Lips Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Watercolor Red Mouth Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLV5PF54", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Love Kiss Sexy Lips Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sweet Heart Red Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLV5MSLB", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Red Strawberry Lips Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Sexy Mouth Heart Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLV2JFFZ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Pink Ghost Pumpkin Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cute Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJ28VF9B", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Halloween Pumpkin Ghost Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cute Print Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CH8BRPFG", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Halloween Ghost Pumpkin Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Funny Fat Cat Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CH89DSB7", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Ghost Pumpkin Cat Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CH88XD3W", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Doodle Cute Ghosts Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Cute Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CGZXDZC1", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Ghost Mummy Halloween Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Boo Lines Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CGJ7YY43", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Colorful Pumpkins Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CFTQYN3Z", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Coffee Cup Vintage Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CFTPWN72", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Autumn Turkey Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CCP4FYL6", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Magical Autumn Pumpkins Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CCGPHB5C", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Pink Ghost Halloween Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors", "asin": "B0CC9BN4NF", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cat Scratch Falling Leaves Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CC1515ZJ", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cartoon Little Witch on Crow Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect", "asin": "B0CC13H8KX", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Hungry Cat Looking Turkey Throw Pillow Covers 18\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CBK917FC", "price": "$4.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \ud835\ude0a\ud835\ude2d\ud835\ude26\ud835\ude22\ud835\ude33\ud835\ude22\ud835\ude2f\ud835\ude24\ud835\ude26 \ud835\ude1a\ud835\ude22\ud835\ude2d\ud835\ude26\ud835\ude34 \ud835\ude1b\ud835\ude30\ud835\ude25\ud835\ude22\ud835\ude3a \ud835\ude0b\ud835\ude26\ud835\ude22\ud835\ude2d\ud835\ude34", "asin": "B0DCJZTHFF", "price": "$5.19", "delivery": "$19.99 delivery May 2 - 13"}, {"title": "Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \ud835\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \ud835\udc43rime Day \ud835\udc46ales, White", "asin": "B0D8BM9MKN", "price": "$5.39", "delivery": "$19.99 delivery Apr 18 - 29"}, {"title": "Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed", "asin": "B0BQYY417K"}, {"title": "Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car", "asin": "B0BQYXZBY5"}, {"title": "High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows", "asin": "B0DDG8Z92M", "price": "$5.69", "delivery": "$15.99 delivery Apr 18 - 29"}, {"title": "Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows", "asin": "B0DCMWXFBB"}, {"title": "Watercolor Feather Art\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\"x20\"", "asin": "B0CVVF3PK2", "price": "$5.88", "delivery": "$6.99 delivery Apr 18 - 29"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2", "asin": "B0D5RNGKPN", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon."}, {"title": "Bed Pillows for Sleeping Standard Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs", "asin": "B0DG2K1D22", "price": "$19.18", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:19.281Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "index": 238, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ28VF9B\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Pumpkin Ghost Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Print Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH8BRPFG\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Funny Fat Cat Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89DSB7\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH88XD3W\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Doodle Cute Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Cute Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGZXDZC1\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Mummy Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Lines Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CGJ7YY43\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Colorful Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Autumn Gourds Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTQYN3Z\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Coffee Cup Vintage Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Watercolor Unique Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CFTPWN72\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Happy Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCP4FYL6\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Magical Autumn Pumpkins Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Creepy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CCGPHB5C\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Pink Ghost Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Boo Cute Cartoon Linen Decorative Square Pillow Case Cushion Covers for Sofa Couch Bed Pillow Protectors\", \"asin\": \"B0CC9BN4NF\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Scratch Falling Leaves Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 I Love Autumn Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CC1515ZJ\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Little Witch on Crow Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Halloween Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protect\", \"asin\": \"B0CC13H8KX\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Hungry Cat Looking Turkey Throw Pillow Covers 18\\u00d718 Pillowcases Set of 1 Thanksgiving Day Linen Decorative Square PillowCase Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CBK917FC\", \"price\": \"$4.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping - Hotel Grade Pillow Core, Soft Cotton Velvet Fills, for Side Back and Stomach Sleepers, \\ud835\\ude0a\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude22\\ud835\\ude33\\ud835\\ude22\\ud835\\ude2f\\ud835\\ude24\\ud835\\ude26 \\ud835\\ude1a\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude26\\ud835\\ude34 \\ud835\\ude1b\\ud835\\ude30\\ud835\\ude25\\ud835\\ude22\\ud835\\ude3a \\ud835\\ude0b\\ud835\\ude26\\ud835\\ude22\\ud835\\ude2d\\ud835\\ude34\", \"asin\": \"B0DCJZTHFF\", \"price\": \"$5.19\", \"delivery\": \"$19.99 delivery May 2 - 13\"},\n {\"title\": \"Luxurious Bed Pillow, Breathable Hotel Quality Pillow, Soft \\ud835\\udc36ooling Pillowcase, Wrinkle Free & Machine Washable, for Side Stomach Back Sleepers, \\ud835\\udc43rime Day \\ud835\\udc46ales, White\", \"asin\": \"B0D8BM9MKN\", \"price\": \"$5.39\", \"delivery\": \"$19.99 delivery Apr 18 - 29\"},\n {\"title\": \"Nan Definition Throw Pillow Cover Nan Vocabulary 12inx12in Cushion Case Nan Dictionary Cotton Linen Pillowcase Hidden Zipper Nan Dictionary Pillow Cases for Bedroom Couch Sofa Chair Bed\", \"asin\": \"B0BQYY417K\"},\n {\"title\": \"Daddy Definition Throw Pillow Cover Daddy Dictionary 12inx12in Cushion Case Daddy Vocabulary Cotton Linen Pillowcase Hidden Zipper Daddy Pillow Cases Decor for Home Couch Sofa Bed Car\", \"asin\": \"B0BQYXZBY5\"},\n {\"title\": \"High Resilience Pillow Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DDG8Z92M\", \"price\": \"$5.69\", \"delivery\": \"$15.99 delivery Apr 18 - 29\"},\n {\"title\": \"Sales Today Clearance - Soft Bed Pillow Sleep Pillow Washable Bedding Size Luxury Pillows Skin-Friendly Pillows Twisted Down Pillow Cool Hotel Pillow for Back Flat Side Sleeping Bed Pillows\", \"asin\": \"B0DCMWXFBB\"},\n {\"title\": \"Watercolor Feather Art\\uff0cPrinted Throw Pillow Decorative Pillow for Sofa, Chair, Daybed,14\\\"x20\\\"\", \"asin\": \"B0CVVF3PK2\", \"price\": \"$5.88\", \"delivery\": \"$6.99 delivery Apr 18 - 29\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2\", \"asin\": \"B0D5RNGKPN\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2K1D22\", \"price\": \"$19.18\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:19.281Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZNKZ4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Custom Name and Number Pillow Case,Personalized Pillowcase for Family,Throw Pillow Cover Gift for Sofa Couch Bed Chair Decorative Multiple Size Options 18x18 Inch\", \"asin\": \"B0CJ52Q82R\", \"price\": \"$7.99\", \"delivery\": \"$4.99 delivery Apr 18 - 29\"},\n {\"title\": \"Cute Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pink Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ2BXM2C\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Print Party Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ29SDYJ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89N41K\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 1 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2KX5VY\", \"price\": \"$15.98\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Soft Brushed Microfiber Standard Size 20\\\"x30\\\" Pillowcases Pair Set of 2 with Envelope Closure (20\\\"x30\\\" Standard, White)\", \"asin\": \"B07HVN135F\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Viscose Derived from Bamboo Pillow Cases Standard Set of 2 - Pillowcase Pair for Standard/Queen Pillows, Silky Soft, Breathable, Organic, Cooling Luxury Pillow Cover - Beige\", \"asin\": \"B0BRSMV15D\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 17 left in stock - order soon.\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:26.006Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:26.006Z	input	bed pillow	rule	2025-04-08T22:47:26.006Z	train	239	2025-04-08T22:47:26.006Z	input	bed pillow	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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23"}, {"title": "Custom Name and Number Pillow Case,Personalized Pillowcase for Family,Throw Pillow Cover Gift for Sofa Couch Bed Chair Decorative Multiple Size Options 18x18 Inch", "asin": "B0CJ52Q82R", "price": "$7.99", "delivery": "$4.99 delivery Apr 18 - 29"}, {"title": "Cute Ghost Pumpkin Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Halloween Pink Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJ2BXM2C", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Ghost Print Party Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Pink Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJ29SDYJ", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Ghost Pumpkin Cat Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CH89N41K", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping Queen Size 1 Pack\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 1 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs", "asin": "B0DG2KX5VY", "price": "$15.98", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Ultra Soft Brushed Microfiber Standard Size 20\"x30\" Pillowcases Pair Set of 2 with Envelope Closure (20\"x30\" Standard, White)", "asin": "B07HVN135F", "price": "$7.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "100% Viscose Derived from Bamboo Pillow Cases Standard Set of 2 - Pillowcase Pair for Standard/Queen Pillows, Silky Soft, Breathable, Organic, Cooling Luxury Pillow Cover - Beige", "asin": "B0BRSMV15D", "price": "$12.59", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 17 left in stock - order soon."} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:26.006Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>bed pillow</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>bed pillow</answer_argument>", "index": 239, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"Purple Heart 3D Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGVK47M\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Wood Red Heart Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGV5WJC\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Cartoon Raccoon Lovers Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGSF5WJ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Valentine Day Red Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Hearts Love Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGRMDDB\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Pumpkin Basket Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGKG7S4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Cartoon Ghost Bats Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Spider Boo Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGK2VRX\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Ghost Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGJKZGQ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Little Dancing Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Night Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGJC42B\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pumpkins Hats Bats Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGH3YZX\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Happy Halloween Cartoon Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Cute Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGGVHTT\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Ghosts Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Funny Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CL9JRB91\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Cupcakes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Ice Cream Donut Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CKNZ73H8\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Animal Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CKNZ2RX6\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghosts Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Background Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV3LB5M\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghosts Cloth Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Monsters Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV2FSHY\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Maple Leaves Baseball Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Softball Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV25QJR\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Gnomes Red Truck Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkins Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJTX7SJT\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Cartoon Hedgehogs Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Leaves Fruit Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJF1LB12\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Autumn Pumpkins Fruits Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Wooden Table Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZV1Y1\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZNKZ4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Custom Name and Number Pillow Case,Personalized Pillowcase for Family,Throw Pillow Cover Gift for Sofa Couch Bed Chair Decorative Multiple Size Options 18x18 Inch\", \"asin\": \"B0CJ52Q82R\", \"price\": \"$7.99\", \"delivery\": \"$4.99 delivery Apr 18 - 29\"},\n {\"title\": \"Cute Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pink Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ2BXM2C\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Print Party Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ29SDYJ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89N41K\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 1 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2KX5VY\", \"price\": \"$15.98\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Soft Brushed Microfiber Standard Size 20\\\"x30\\\" Pillowcases Pair Set of 2 with Envelope Closure (20\\\"x30\\\" Standard, White)\", \"asin\": \"B07HVN135F\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Viscose Derived from Bamboo Pillow Cases Standard Set of 2 - Pillowcase Pair for Standard/Queen Pillows, Silky Soft, Breathable, Organic, Cooling Luxury Pillow Cover - Beige\", \"asin\": \"B0BRSMV15D\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 17 left in stock - order soon.\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:26.006Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Pumpkin Basket Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGKG7S4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Cartoon Ghost Bats Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Spider Boo Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGK2VRX\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Ghost Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGJKZGQ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Little Dancing Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Night Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGJC42B\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pumpkins Hats Bats Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGH3YZX\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Happy Halloween Cartoon Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Cute Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGGVHTT\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Ghosts Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Funny Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CL9JRB91\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Cupcakes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Ice Cream Donut Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CKNZ73H8\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Animal Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CKNZ2RX6\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghosts Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Background Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV3LB5M\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghosts Cloth Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Monsters Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV2FSHY\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Maple Leaves Baseball Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Softball Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV25QJR\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Gnomes Red Truck Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkins Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJTX7SJT\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Cartoon Hedgehogs Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Leaves Fruit Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJF1LB12\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Autumn Pumpkins Fruits Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Wooden Table Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZV1Y1\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZNKZ4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Custom Name and Number Pillow Case,Personalized Pillowcase for Family,Throw Pillow Cover Gift for Sofa Couch Bed Chair Decorative Multiple Size Options 18x18 Inch\", \"asin\": \"B0CJ52Q82R\", \"price\": \"$7.99\", \"delivery\": \"$4.99 delivery Apr 18 - 29\"},\n {\"title\": \"Cute Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pink Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ2BXM2C\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Print Party Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ29SDYJ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89N41K\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 1 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2KX5VY\", \"price\": \"$15.98\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Soft Brushed Microfiber Standard Size 20\\\"x30\\\" Pillowcases Pair Set of 2 with Envelope Closure (20\\\"x30\\\" Standard, White)\", \"asin\": \"B07HVN135F\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Viscose Derived from Bamboo Pillow Cases Standard Set of 2 - Pillowcase Pair for Standard/Queen Pillows, Silky Soft, Breathable, Organic, Cooling Luxury Pillow Cover - Beige\", \"asin\": \"B0BRSMV15D\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 17 left in stock - order soon.\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:26.101Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:26.101Z	click	suggested_term	rule	2025-04-08T22:47:26.101Z	train	240	2025-04-08T22:47:26.101Z	click	suggested_term	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "$100.00"}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.00", "quantity": "1"}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "$13.00", "quantity": "1"}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "$82.00", "quantity": "1"}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "$14.99", "quantity": "1"}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "$35.63", "quantity": "1"}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "$10.99", "quantity": "1"}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "price": "$39.00", "quantity": "1"}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "price": "$7.99", "quantity": "1"}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "price": "$31.99", "quantity": "1"}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "price": "$28.99", "quantity": "1"}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "$19.99", "quantity": "1"}, {"title": "Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid", "asin": "B01NBFHFZN", "price": "$6.97"}, {"title": "Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)", "asin": "B007L0DPE0", "price": "$10.98"}, {"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count", "asin": "B017PCGABI", "price": "$8.97"} ], "search_results": [ {"title": "Purple Heart 3D Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Happy Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CMGVK47M", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Wood Red Heart Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Happy Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CMGV5WJC", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Cartoon Raccoon Lovers Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CMGSF5WJ", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Valentine Day Red Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Hearts Love Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CMGRMDDB", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Ghost Pumpkin Basket Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Happy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLGKG7S4", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Halloween Cartoon Ghost Bats Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Spider Boo Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLGK2VRX", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Halloween Ghost Cat Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Autumn Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLGJKZGQ", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Little Dancing Ghosts Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Halloween Night Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLGJC42B", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Halloween Ghosts Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Pumpkins Hats Bats Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLGH3YZX", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Happy Halloween Cartoon Ghosts Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Cute Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CLGGVHTT", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cartoon Ghosts Halloween Cute Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Funny Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CL9JRB91", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Halloween Cupcakes Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Ice Cream Donut Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CKNZ73H8", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Autumn Animal Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CKNZ2RX6", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Ghosts Halloween Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Pink Background Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJV3LB5M", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Ghosts Cloth Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Halloween Monsters Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJV2FSHY", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Maple Leaves Baseball Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Autumn Softball Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJV25QJR", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Gnomes Red Truck Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Autumn Pumpkins Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJTX7SJT", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Cartoon Hedgehogs Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Autumn Leaves Fruit Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJF1LB12", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Autumn Pumpkins Fruits Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Wooden Table Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJDZV1Y1", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cat Halloween Cute Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Autumn Pumpkin Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJDZNKZ4", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Custom Name and Number Pillow Case,Personalized Pillowcase for Family,Throw Pillow Cover Gift for Sofa Couch Bed Chair Decorative Multiple Size Options 18x18 Inch", "asin": "B0CJ52Q82R", "price": "$7.99", "delivery": "$4.99 delivery Apr 18 - 29"}, {"title": "Cute Ghost Pumpkin Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Halloween Pink Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJ2BXM2C", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Cute Ghost Print Party Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Pink Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CJ29SDYJ", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Ghost Pumpkin Cat Throw Pillow Covers 18\u00d718 Pillowcases Set of 2 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors", "asin": "B0CH89N41K", "price": "$7.99", "delivery": "$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23"}, {"title": "Bed Pillows for Sleeping Queen Size 1 Pack\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 1 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs", "asin": "B0DG2KX5VY", "price": "$15.98", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Ultra Soft Brushed Microfiber Standard Size 20\"x30\" Pillowcases Pair Set of 2 with Envelope Closure (20\"x30\" Standard, White)", "asin": "B07HVN135F", "price": "$7.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "100% Viscose Derived from Bamboo Pillow Cases Standard Set of 2 - Pillowcase Pair for Standard/Queen Pillows, Silky Soft, Breathable, Organic, Cooling Luxury Pillow Cover - Beige", "asin": "B0BRSMV15D", "price": "$12.59", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 17 left in stock - order soon."} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:26.101Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>", "index": 240, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"Purple Heart 3D Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGVK47M\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Wood Red Heart Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGV5WJC\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Cartoon Raccoon Lovers Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Valentine's Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGSF5WJ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Valentine Day Red Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Hearts Love Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CMGRMDDB\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Pumpkin Basket Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Happy Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGKG7S4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Halloween Cartoon Ghost Bats Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Spider Boo Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGK2VRX\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Ghost Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGJKZGQ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Little Dancing Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Night Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGJC42B\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pumpkins Hats Bats Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGH3YZX\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Happy Halloween Cartoon Ghosts Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Cute Black Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CLGGVHTT\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cartoon Ghosts Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Funny Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CL9JRB91\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Halloween Cupcakes Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Ice Cream Donut Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CKNZ73H8\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Autumn Animal Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Thanksgiving Day Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CKNZ2RX6\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghosts Halloween Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Background Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV3LB5M\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghosts Cloth Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Monsters Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV2FSHY\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Maple Leaves Baseball Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Softball Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJV25QJR\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Gnomes Red Truck Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkins Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJTX7SJT\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Cartoon Hedgehogs Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Leaves Fruit Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJF1LB12\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Autumn Pumpkins Fruits Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Wooden Table Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZV1Y1\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cat Halloween Cute Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Autumn Pumpkin Cartoon Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJDZNKZ4\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Custom Name and Number Pillow Case,Personalized Pillowcase for Family,Throw Pillow Cover Gift for Sofa Couch Bed Chair Decorative Multiple Size Options 18x18 Inch\", \"asin\": \"B0CJ52Q82R\", \"price\": \"$7.99\", \"delivery\": \"$4.99 delivery Apr 18 - 29\"},\n {\"title\": \"Cute Ghost Pumpkin Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pink Style Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ2BXM2C\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Cute Ghost Print Party Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Pink Halloween Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CJ29SDYJ\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Ghost Pumpkin Cat Throw Pillow Covers 18\\u00d718 Pillowcases Set of 2 Halloween Pattern Linen Decorative Square Pillow Case Cushion Covers Standard Size for Sofa Couch Outdoor Bed Pillow Protectors\", \"asin\": \"B0CH89N41K\", \"price\": \"$7.99\", \"delivery\": \"$5.26 delivery Apr 24 - May 6 Or fastest delivery Apr 18 - 23\"},\n {\"title\": \"Bed Pillows for Sleeping Queen Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 1 for Back,Zipper Opening Design,can add and Remove Filler According to Your Needs\", \"asin\": \"B0DG2KX5VY\", \"price\": \"$15.98\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Soft Brushed Microfiber Standard Size 20\\\"x30\\\" Pillowcases Pair Set of 2 with Envelope Closure (20\\\"x30\\\" Standard, White)\", \"asin\": \"B07HVN135F\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Viscose Derived from Bamboo Pillow Cases Standard Set of 2 - Pillowcase Pair for Standard/Queen Pillows, Silky Soft, Breathable, Organic, Cooling Luxury Pillow Cover - Beige\", \"asin\": \"B0BRSMV15D\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 17 left in stock - order soon.\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:26.101Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Firm Fluffy Bed Pillows for Sleeping Queen Size Set of 2, Supportive & Comfortable Gusseted Pillow- Luxury Hotel Quality with Down Alternative Fill for Side, Back or Stomach Sleepers\", \"asin\": \"B0DR18V9D9\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Down Pillows Standard Size Set of 2 with Gusset, Luxury Hotel Collection Bed Pillow 2 Pack, Down Surrounded Gusseted Pillows for Sleeping, Fluffy for Side, Back Sleepers 20x26 in.\", \"asin\": \"B0DD7G5VRR\", \"price\": \"$99.99\", \"quantity\": \"\"},\n {\"title\": \"Meoflaw Cooling Pillows Queen Size Set of 2,Shredded Memory Foam Bed Pillows for Sleeping,Queen Pillows for Back & Side Sleepers,Adjustable 2 Pillows Queen Size with Washable Cover\", \"asin\": \"B0BWXN59P6\", \"price\": \"$43.99\", \"quantity\": \"\"},\n {\"title\": \"Pillows Queen Size Set of 2, Cooling Pillow Hotel Luxury Queen Bed Pillows 2 Pack for Back, Stomach or Side Sleeper, Fluffy Pillow with Down Alternative for Sleeping, Machine Washable\", \"asin\": \"B0CK41H431\", \"price\": \"$46.99\", \"quantity\": \"\"},\n {\"title\": \"Meoflaw Cooling Pillows for Sleeping Standard Size Set of 2,Shredded Memory Foam Bed Pillow,Adjustable Loft Standard Pillow for Side & Back Sleeper-Medium Firm\", \"asin\": \"B0BDQXTR2T\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Coop Home Goods Essence Down Alternative Pillow Set of 2, King Size, Best Pillows for Sleeping, Adjustable Alternative to Down Pillows, Luxury Hotel Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B0D366KJ4J\", \"price\": \"$99.00\", \"quantity\": \"\"},\n {\"title\": \"2 Pack King Size Rayon Derived from Bamboo Pillows for Sleeping, Cooling Shredded Memory Foam Adjustable Rayon Derived from Bamboo Bed Pillow with, Removable/Washable Cover (King 2 Pack)\", \"asin\": \"B08J4BZZ5L\", \"price\": \"$56.98\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Bedsure King Size Pillows Set of 2 - Hotel Quality Down Alternative Bed Pillows 2 Pack for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x34\\\")\",\n \"asin\": \"B09R3YXNGP\"\n}\n ],\n \"search_results\": [\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Memory Foam Pillows Queen Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping\\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 30 in, White)\", \"asin\": \"B0CYPZM5T5\", \"price\": \"$22.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillow - Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly\", \"asin\": \"B0D9BR48SM\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)\", \"asin\": \"B0C9KK4WV2\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches\", \"asin\": \"B0CZ95D9KP\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:34.615Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:34.615Z	click	filter	rule	2025-04-08T22:47:34.615Z	train	241	2025-04-08T22:47:34.615Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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Hotel Quality Down Alternative Bed Pillows 2 Pack for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\"x34\")", "asin": "B09R3YXNGP" } ], "search_results": [ {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)", "asin": "B0BYYGKJFK", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White", "asin": "B08X4YD3KC", "price": "$24.99", "delivery": "FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "B071DFDF9N", "price": "$18.48", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CHJDDBLJ", "price": "$18.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Memory Foam Pillows Queen Size Set of 2\uff0cAdjustable Gusseted Bed Pillow for Sleeping\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 30 in, White)", "asin": "B0CYPZM5T5", "price": "$22.09", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)", "asin": "B0BYYGKJFK", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers", "asin": "B0CVV3X99Z", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)", "asin": "B0C2HTQYGQ", "price": "$18.69", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)", "asin": "B07Y2VWL56", "price": "$23.98", "delivery": "FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Size Bed Pillow - Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly", "asin": "B0D9BR48SM", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM", "asin": "B09XJVH69S", "price": "$21.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\"X28\"", "asin": "B0D7Q9FRHF", "price": "$28.80", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)", "asin": "B0C9KK4WV2", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive", "asin": "B07T7W7VR3", "price": "$39.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\" L x 20\" W, White - Set of 2, Pillows Not Included", "asin": "B01MUDQUN9", "price": "$10.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches", "asin": "B0CZ95D9KP", "price": "$17.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey", "asin": "B0C1JHW1WQ", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:34.615Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "index": 241, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Firm Fluffy Bed Pillows for Sleeping Queen Size Set of 2, Supportive & Comfortable Gusseted Pillow- Luxury Hotel Quality with Down Alternative Fill for Side, Back or Stomach Sleepers\", \"asin\": \"B0DR18V9D9\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Down Pillows Standard Size Set of 2 with Gusset, Luxury Hotel Collection Bed Pillow 2 Pack, Down Surrounded Gusseted Pillows for Sleeping, Fluffy for Side, Back Sleepers 20x26 in.\", \"asin\": \"B0DD7G5VRR\", \"price\": \"$99.99\", \"quantity\": \"\"},\n {\"title\": \"Meoflaw Cooling Pillows Queen Size Set of 2,Shredded Memory Foam Bed Pillows for Sleeping,Queen Pillows for Back & Side Sleepers,Adjustable 2 Pillows Queen Size with Washable Cover\", \"asin\": \"B0BWXN59P6\", \"price\": \"$43.99\", \"quantity\": \"\"},\n {\"title\": \"Pillows Queen Size Set of 2, Cooling Pillow Hotel Luxury Queen Bed Pillows 2 Pack for Back, Stomach or Side Sleeper, Fluffy Pillow with Down Alternative for Sleeping, Machine Washable\", \"asin\": \"B0CK41H431\", \"price\": \"$46.99\", \"quantity\": \"\"},\n {\"title\": \"Meoflaw Cooling Pillows for Sleeping Standard Size Set of 2,Shredded Memory Foam Bed Pillow,Adjustable Loft Standard Pillow for Side & Back Sleeper-Medium Firm\", \"asin\": \"B0BDQXTR2T\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Coop Home Goods Essence Down Alternative Pillow Set of 2, King Size, Best Pillows for Sleeping, Adjustable Alternative to Down Pillows, Luxury Hotel Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B0D366KJ4J\", \"price\": \"$99.00\", \"quantity\": \"\"},\n {\"title\": \"2 Pack King Size Rayon Derived from Bamboo Pillows for Sleeping, Cooling Shredded Memory Foam Adjustable Rayon Derived from Bamboo Bed Pillow with, Removable/Washable Cover (King 2 Pack)\", \"asin\": \"B08J4BZZ5L\", \"price\": \"$56.98\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Bedsure King Size Pillows Set of 2 - Hotel Quality Down Alternative Bed Pillows 2 Pack for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x34\\\")\",\n \"asin\": \"B09R3YXNGP\"\n}\n ],\n \"search_results\": [\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino Bed Pillows Queen Size Set of 2 - Firm, Cozy & Soft Pillows for Adults- Pack of 2 \\u2013 Luxury Queen Size Bed Pillow for Side, Back & Stomach Sleepers - White\", \"asin\": \"B08X4YD3KC\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 21 - 27 on $35 of items shipped by Amazon Or fastest delivery Apr 21 - 23\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Memory Foam Pillows Queen Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping\\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 30 in, White)\", \"asin\": \"B0CYPZM5T5\", \"price\": \"$22.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillow - Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly\", \"asin\": \"B0D9BR48SM\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)\", \"asin\": \"B0C9KK4WV2\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches\", \"asin\": \"B0CZ95D9KP\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:34.615Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Memory Foam Pillows Queen Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping\\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 30 in, White)\", \"asin\": \"B0CYPZM5T5\", \"price\": \"$22.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillow - Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly\", \"asin\": \"B0D9BR48SM\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)\", \"asin\": \"B0C9KK4WV2\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches\", \"asin\": \"B0CZ95D9KP\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:37.948Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:37.948Z	click	filter	rule	2025-04-08T22:47:37.948Z	train	242	2025-04-08T22:47:37.948Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow set of 2" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - 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Set of 2, Pillows Not Included", "asin": "B01MUDQUN9", "price": "$10.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches", "asin": "B0CZ95D9KP", "price": "$17.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey", "asin": "B0C1JHW1WQ", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:37.948Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "index": 242, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - 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Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B01LYNW421\", \"price\": \"$59.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Memory Foam Pillows Queen Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping\\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 30 in, White)\", \"asin\": \"B0CYPZM5T5\", \"price\": \"$22.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MOLCLCUY Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Pillows Queen Size Set of 2 (White),Hotel Pillows, Cooling Pillow for Side, Back or Stomach Sleepers\", \"asin\": \"B0CVV3X99Z\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping - Pillows Standard Size Set of 2 Cooling Luxury Hotel Quality Pillow with Premium Plush Soft Down Alternative Fill for Side Back or Stomach Sleepers (Pack of 2)\", \"asin\": \"B0C2HTQYGQ\", \"price\": \"$18.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)\", \"asin\": \"B07Y2VWL56\", \"price\": \"$23.98\", \"delivery\": \"FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillow - Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly\", \"asin\": \"B0D9BR48SM\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)\", \"asin\": \"B0C9KK4WV2\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches\", \"asin\": \"B0CZ95D9KP\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:37.948Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly\", \"asin\": \"B0D9BR48SM\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)\", \"asin\": \"B0C9KK4WV2\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches\", \"asin\": \"B0CZ95D9KP\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:38.493Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:47:38.493Z	click	filter	rule	2025-04-08T22:47:38.493Z	train	243	2025-04-08T22:47:38.493Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow set of 2" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Set of 2, Pillows Not Included", "asin": "B01MUDQUN9", "price": "$10.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches", "asin": "B0CZ95D9KP", "price": "$17.90", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey", "asin": "B0C1JHW1WQ", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:47:38.493Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>", "index": 243, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Premium Down Alternative Cooling Pillows Set of 2 for Side, Back, and Stomach Sleepers Hotel Quality Fluffy Soft Microfiber Fill Breathable Skin-Friendly\", \"asin\": \"B0D9BR48SM\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MZOIMZO Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sweetnight Bed Pillows Queen Size Set of 2, Fluffy Luxury Hotel Pillows Collection Gusseted for Neck and Shoulder, Side Back Stomach Sleeper Pillow, Cozy Night 18\\\"X28\\\"\", \"asin\": \"B0D7Q9FRHF\", \"price\": \"$28.80\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Bed Pillows - Set of 2, Medium Density, Soft and Supportive for Back, Side, and Stomach Sleepers (Queen (Pack of 2)) (White, Pack of 2)\", \"asin\": \"B0C9KK4WV2\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"QUTOOL Cooling Pillows for Sleeping 2 Pack, Shredded Memory Foam Bed Pillows Queen Size Set of 2, Gel Pillow for Hot Sleepers Cool Pillow for Side Back and Stomach Sleepers, Cold Pillow, Supportive\", \"asin\": \"B07T7W7VR3\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 30 Inches\", \"asin\": \"B0CZ95D9KP\", \"price\": \"$17.90\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:47:38.493Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Brushed Microfiber - Bed Pillow Shams, Wrinkle Resistant Super Soft and Cozy - Back Overlap Closure - Oxford Pillowcase (Standard, White)\", \"asin\": \"B08VJ6J8PD\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Microfiber Standard Bed Pillowcases 2 Pack, Super Soft Bed Pillow Covers Envelope Closure, Wrinkle, Fade and Stain Resistant, 20x26, White\", \"asin\": \"B0DPCSXBT7\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Cases Queen Size Set of 2, Ultra Soft Double Brushed Microfiber Pillowcases, Hotel Quality Embroidered Bed Pillow Covers Queen, Fade Resistant, Easy Slip-On (20\\\"x30\\\", Denim)\", \"asin\": \"B0BYVS9J6K\", \"price\": \"$4.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Ultra Soft Set of 2 Striped Print Pillowcases - 1500 Premium Hotel Quality Microfiber, Soft and Smooth Envelope Closure 2-Piece Pillow Covers - Standard/Queen, Traci Gray\", \"asin\": \"B0CTNV6H4L\", \"price\": \"$6.60\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Jersey Knit Pillowcases Set of 2, 100% Cotton Bed Pillow Cases King Size with Zipper, Soft and Breathable, 20\\u00d740 inches Black\", \"asin\": \"B0DW37LDZZ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)\", \"asin\": \"B0C3T7JF9Z\", \"price\": \"$11.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cotton Body Pillowcase - Envelope Closure 20x54 Pillowcase, Breathable and Soft Bed Pillow Case, Cream\", \"asin\": \"B0BXVSHJ2P\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Pillowcase - Brushed Microfiber 20x54 Pillowcase - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Black Body Pillow Cover with Envelope Closure - 20x54 Inches, Black\", \"asin\": \"B07N143B6S\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed\", \"asin\": \"B0CW9SJKNR\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:49:27.937Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:49:27.937Z	click	other	rule	2025-04-08T22:49:27.937Z	train	244	2025-04-08T22:49:27.937Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow set of 2" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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order soon."}, {"title": "Body Silk Satin Pillowcase for Hair and Skin, Silky Soft and Luxurious Bedding Pillow Case with Envelope Closure, 20x54 Inches, Grey", "asin": "B08YRCHFWH", "price": "$7.79", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillow Cases Queen Size Set of 2, Rayon Derived from Bamboo Cooling Pillowcases for Hot Sleepers, Soft & Silky Pillow Covers with Envelope Closure, Dark Grey, Gifts for Women Men, 20x30 Inches", "asin": "B07JP2L1TG", "price": "$9.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Queen Sheet Set - Brushed Microfiber - Soft Bed Sheets for Queen Size Bed Set - Includes 1 Fitted, 1 Flat, & 2 Pillow Cases - Deep Pocket (Grey)", "asin": "B0CGJN34ZH", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pure White Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, 20x30 Inches", "asin": "B07H23HFGZ", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Set of 2 Throw Pillow Inserts Premium Pillow Stuffer Square Form for Decorative Cushion Bed Couch Sofa 18x18 Inch", "asin": "B082PM3V77", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\u00d730 inches Bright White, Soft and Breathable", "asin": "B092CR2V5N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Gray Pillow Cases Queen Size Set of 2, Brushed Microfiber Pillowcases 2 Pack with Envelope Closure, Super Soft Breathable Pillowcase\uff08Grey, 20x30 Inch\uff09", "asin": "B0DBV3ZP4P", "price": "$4.69", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Luxury Ultra-Soft 2-Piece Pillowcase Set - 1500 Premium Hotel Quality Microfiber Double Brushed - Wrinkle Resistant, King Size, White", "asin": "B07KQBX3HY", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KMWVQ5", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Pillow Cases - 2 Pack - Envelope Closure - Soft Brushed Microfiber Fabric - Shrinkage and Fade Resistant Pillow Covers 20 X 30 Inches (Queen, Grey)", "asin": "B072QW7S8Y", "price": "$6.64", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillow Shams 2 Pack Standard Size 20x26 Inch - 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order soon."}, {"title": "Ultra Soft Set of 2 Striped Print Pillowcases - 1500 Premium Hotel Quality Microfiber, Soft and Smooth Envelope Closure 2-Piece Pillow Covers - Standard/Queen, Traci Gray", "asin": "B0CTNV6H4L", "price": "$6.60", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "King Jersey Knit Pillowcases Set of 2, 100% Cotton Bed Pillow Cases King Size with Zipper, Soft and Breathable, 20\u00d740 inches Black", "asin": "B0DW37LDZZ", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)", "asin": "B0C3T7JF9Z", "price": "$11.04", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Cotton Body Pillowcase - Envelope Closure 20x54 Pillowcase, Breathable and Soft Bed Pillow Case, Cream", "asin": "B0BXVSHJ2P", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Body Pillowcase - Brushed Microfiber 20x54 Pillowcase - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Black Body Pillow Cover with Envelope Closure - 20x54 Inches, Black", "asin": "B07N143B6S", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed", "asin": "B0CW9SJKNR", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:49:27.937Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 244, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"NTBAY Queen Pillowcase Set - 4 Pack Brushed Microfiber 20x30 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x30 Inches, White\",\n \"asin\": \"B06Y2JFKBG\"\n},\n {\n \"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey\",\n \"asin\": \"B07H2X6X3R\"\n},\n {\n \"title\": \"NTBAY Body Pillowcase - Brushed Microfiber 20x54 Pillowcase - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Yellow Body Pillow Cover with Envelope Closure - 20x54 Inches, Yellow\",\n \"asin\": \"B07MYXW3ZR\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Pillow Cases Queen Set of 2 Luxury 1800 Series Double Brushed Microfiber Bed Pillow Cases Embroidered 2 Pack 20x30 inches, Light Grey/Gray Pillow Covers with Envelope Closure\", \"asin\": \"B0915VWR8Q\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 14 left in stock - order soon.\"},\n {\"title\": \"King Pillow Cases Set of 2- Microfiber, Extra Soft Pillowcases - Easy Care & Machine Washable - White\", \"asin\": \"B00DUG2MUW\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x54 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x54 Inches, White\", \"asin\": \"B0CBJR2C7D\", \"price\": \"$9.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Pillow Cases Set of 2 - Lightweight, Super Soft Easy Care Microfiber, Bright White, 30\\\" L x 20\\\" W, Pillows Not Included\", \"asin\": \"B07B4Z9L7M\", \"price\": \"$4.75\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Cases Queen Set of 2 Luxury 1800 Series Double Brushed Microfiber Bed Pillow Cases Embroidered 2 Pack 20x30 inches, White Pillow Covers with Envelope Closure, Pillows Not Included\", \"asin\": \"B0915WL4W4\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White\", \"asin\": \"B01M19KBS9\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows Insert (Pack of 2, White) - 18 x 18 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B01NBNDC1T\", \"price\": \"$9.47\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillowcase Set of 2 - Bed Pillow Cover - 20\\\" x 30\\\" - White Pillowcases - 1800 Brushed Microfiber, Wrinkle & Fade Resistant - Soft & Cozy- Queen Size Pillow Case (White)\", \"asin\": \"B08VHYJ7DV\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - White Polyester Microfiber Pillowcase 2 Pack, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x30 Inches\", \"asin\": \"B07ZX2916M\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillow Inserts, Set of 2 Lightweight Down Alternative Polyester Pillow, Couch Cushion, Sham Stuffer, Machine Washable. (White, 18x18)\", \"asin\": \"B07VDKHLJQ\", \"price\": \"$11.69\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White\", \"asin\": \"B01M19KBS9\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Cases Standard Size White Pillow Cases Set of 2 Cotton Blend 200 TC Soft & Breathable Perfect for Home & Hospital, Hotel Quality Queen Pillow Protectors 30x20 Inches\", \"asin\": \"B09BP62DJS\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 8 left in stock - order soon.\"},\n {\"title\": \"Body Silk Satin Pillowcase for Hair and Skin, Silky Soft and Luxurious Bedding Pillow Case with Envelope Closure, 20x54 Inches, Grey\", \"asin\": \"B08YRCHFWH\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Cases Queen Size Set of 2, Rayon Derived from Bamboo Cooling Pillowcases for Hot Sleepers, Soft & Silky Pillow Covers with Envelope Closure, Dark Grey, Gifts for Women Men, 20x30 Inches\", \"asin\": \"B07JP2L1TG\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Queen Sheet Set - Brushed Microfiber - Soft Bed Sheets for Queen Size Bed Set - Includes 1 Fitted, 1 Flat, & 2 Pillow Cases - Deep Pocket (Grey)\", \"asin\": \"B0CGJN34ZH\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pure White Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, 20x30 Inches\", \"asin\": \"B07H23HFGZ\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Set of 2 Throw Pillow Inserts Premium Pillow Stuffer Square Form for Decorative Cushion Bed Couch Sofa 18x18 Inch\", \"asin\": \"B082PM3V77\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\\u00d730 inches Bright White, Soft and Breathable\", \"asin\": \"B092CR2V5N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Gray Pillow Cases Queen Size Set of 2, Brushed Microfiber Pillowcases 2 Pack with Envelope Closure, Super Soft Breathable Pillowcase\\uff08Grey, 20x30 Inch\\uff09\", \"asin\": \"B0DBV3ZP4P\", \"price\": \"$4.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Ultra-Soft 2-Piece Pillowcase Set - 1500 Premium Hotel Quality Microfiber Double Brushed - Wrinkle Resistant, King Size, White\", \"asin\": \"B07KQBX3HY\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMWVQ5\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases - 2 Pack - Envelope Closure - Soft Brushed Microfiber Fabric - Shrinkage and Fade Resistant Pillow Covers 20 X 30 Inches (Queen, Grey)\", \"asin\": \"B072QW7S8Y\", \"price\": \"$6.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Shams 2 Pack Standard Size 20x26 Inch - Brushed Microfiber - Bed Pillow Shams, Wrinkle Resistant Super Soft and Cozy - Back Overlap Closure - Oxford Pillowcase (Standard, White)\", \"asin\": \"B08VJ6J8PD\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Microfiber Standard Bed Pillowcases 2 Pack, Super Soft Bed Pillow Covers Envelope Closure, Wrinkle, Fade and Stain Resistant, 20x26, White\", \"asin\": \"B0DPCSXBT7\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Cases Queen Size Set of 2, Ultra Soft Double Brushed Microfiber Pillowcases, Hotel Quality Embroidered Bed Pillow Covers Queen, Fade Resistant, Easy Slip-On (20\\\"x30\\\", Denim)\", \"asin\": \"B0BYVS9J6K\", \"price\": \"$4.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Ultra Soft Set of 2 Striped Print Pillowcases - 1500 Premium Hotel Quality Microfiber, Soft and Smooth Envelope Closure 2-Piece Pillow Covers - Standard/Queen, Traci Gray\", \"asin\": \"B0CTNV6H4L\", \"price\": \"$6.60\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Jersey Knit Pillowcases Set of 2, 100% Cotton Bed Pillow Cases King Size with Zipper, Soft and Breathable, 20\\u00d740 inches Black\", \"asin\": \"B0DW37LDZZ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)\", \"asin\": \"B0C3T7JF9Z\", \"price\": \"$11.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cotton Body Pillowcase - Envelope Closure 20x54 Pillowcase, Breathable and Soft Bed Pillow Case, Cream\", \"asin\": \"B0BXVSHJ2P\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Body Pillowcase - Brushed Microfiber 20x54 Pillowcase - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Black Body Pillow Cover with Envelope Closure - 20x54 Inches, Black\", \"asin\": \"B07N143B6S\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed\", \"asin\": \"B0CW9SJKNR\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:49:27.937Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Set of 2 Throw Pillow Inserts Premium Pillow Stuffer Square Form for Decorative Cushion Bed Couch Sofa 18x18 Inch\", \"asin\": \"B082PM3V77\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"European Square Pillow Shams Set of 2 White 600 Thread Count 100% Egyptian Cotton PACK OF 2 Euro 26 x 26 Bright WHITE Pillow shams Cushion Cover, Cases Super Soft Decorative\", \"asin\": \"B075897PGY\", \"price\": \"$11.24\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 8 left in stock - order soon.\"},\n {\"title\": \"King Pillow Shams - 2 Pack Brushed Microfiber 20x36 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x36 Inches Oxford Pillowcases, Black\", \"asin\": \"B07H4C976G\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Lightweight Soft Microfiber Pillow Shams, Well Crafted Pinch Pleat, Queen Size (20x30) Grey Color Set of 2\", \"asin\": \"B07RS3Y6V6\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillow Shams 2 Pack Standard Size 20x26 Inch- Brushed 1800 Microfiber - Bed Pillow Shams, Wrinkle Resistant Super Soft and Cozy- Back Overlap Closure - Oxford Pillowcase (Standard, Navy)\", \"asin\": \"B08VJ67M1S\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Microfiber Queen Pillow Shams Set of 2, Fade, Wrinkle and Shrinkage Resistant Soft Pillow Covers with Envelope Closure Euro Sham Covers (Dark Grey, 20x30 Inches)\", \"asin\": \"B07Y1MJ1GK\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"2-Pack Standard Size Pillowcases fit Pillows 20 x 26\\u201d -100% Soft Breathable Microfiber - Perfect for Toddler Little Boy Twin/Full Size Bed - Space\", \"asin\": \"B082DRWVP7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"12x20Inch Lumbar Throw Pillow Inserts, Set of 2 Rectangle Form Cushion Stuffers for Couch, Sofa, Bed - Indoor Decorative Pillows Inserts\", \"asin\": \"B08J9T25YB\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Soft & Silky 500 Thread Count 100% Cotton is Cool & Smooth, Set of 2 Standard Pillowcases Fits Standard & Queen Pillows (Light Gray)\", \"asin\": \"B07QFRBLC6\", \"price\": \"$11.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Egyptian Cotton King Pillow Shams with Envelope Closure - 1000 Thread Count Sateen Weave Pillow Sham King Size Set of 2, Silky Soft, Breathable, Cooling Pillow Sham (Silver Grey)\", \"asin\": \"B08295V8QN\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock - order soon.\"},\n {\"title\": \"100% Brushed Microfiber Standard Pillow Shams Set of 2, Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Oxford Pillowcases, 20x26 Inches, Dark Brown\", \"asin\": \"B086BPGG9S\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 3 left in stock - order soon.\"},\n {\"title\": \"Rayon from Pillowcases King Size, Set of 2 for Smooth Hair & Skin, Fits King Pillows (Bright White)\", \"asin\": \"B08BTZM8LV\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Pillow Sham Covers - Set of 2 - Premium 1800 Ultra-Soft Microfiber - Double Brushed - Bed Pillow Shams - Pillows Not Included (Set of 2, Cypress Green)\", \"asin\": \"B0BV7LFWWS\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"12x20 Inches Outdoor Pillow Inserts Set of 2, Waterproof Decorative Throw Pillows Insert, Square Pillow Form for Patio, Furniture, Bed, Living Room, Garden (White)\", \"asin\": \"B0B2NWX97N\"},\n {\"title\": \"Premium Hotel Quality 2-Piece Pillowcase Set, Luxury & Softest 1500 Thread Count Egyptian Quality Bedding Pillowcases, Wrinkle and Fade Resistant\", \"asin\": \"B07LDMPNJ5\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pack of 2, Shimmery Pillow, Soft Solid Color Sparkling Decorative Throw Pillow Covers Set, Cushion Cases Pillowcases for Sofa Bedroom Car, 12 x20 Inch 30 x 50cm (Silver- Black)\", \"asin\": \"B081YNMMYW\", \"price\": \"$9.49\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock - order soon.\"},\n {\"title\": \"Throw Pillow Inserts Set of 2 Premium Pillow Inserts Decorative Pillow Stuffer Square Form Interior Sofa for Decorative Couch Cushion Bed Sofa Stuffer Pillow 16x16 Inch\", \"asin\": \"B097JJC8LP\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon\"},\n {\"title\": \"New Year/Christmas Decorations Linen Decorative Square Throw Pillow Cover Cushion Covers Pillowcase, Home Decor for Party/Xmas 22x22 Inch/55x55 cm, Fern Green, Set of 2\", \"asin\": \"B07TVMCY4V\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Satin Silk Pillowcase for Hair and Skin, Tribal Aztec Pillow Cases Set of 2 Pack Super Soft Ethnic Pillow Covers with Envelope Closure (Black and White, Queen(20''x30''))\", \"asin\": \"B097G5RD7D\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery May 2 - 13\"},\n {\"title\": \"1500 Supreme Collection Pillowcase - King, 2 Count, Navy\", \"asin\": \"B00J3BA2O6\", \"price\": \"$13.99\", \"delivery\": \"FREE delivery Fri, Apr 18\"},\n {\"title\": \"Red Throw Pillow Covers Modern Accent Velvet Pillow Covers for Couch Bed Room Wedding Party, Set of 2 (45x45cm, 18x18 inches), Ruby Red\", \"asin\": \"B078W6JGKJ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Taupe Pillow Covers 22\\\" x 22\\\", Set of 2 Quilted Pillow Shams, Euro Sham Covers Fit Throw Pillows for Couch or Bed, Matches Quilt Bedding Set, Dark Taupe\", \"asin\": \"B0763DV2HQ\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Today\\u2019s Home Tailored Bed Pillow Shams, Cotton Blend Design, Standard, Mocha, 2-Pack\", \"asin\": \"B011Y4R94A\", \"price\": \"$12.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White\", \"asin\": \"B01M19KBS9\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\\u00d730 inches Bright White, Soft and Breathable\", \"asin\": \"B092CR2V5N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Queen Size Pillow Cases Set of 2 - White Queen Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x30 inches\", \"asin\": \"B0BRSCZNJK\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 4 left in stock - order soon.\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:49:36.266Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:49:36.266Z	click	other	rule	2025-04-08T22:49:36.266Z	train	245	2025-04-08T22:49:36.266Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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order soon."}, {"title": "King Pillow Shams - 2 Pack Brushed Microfiber 20x36 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x36 Inches Oxford Pillowcases, Black", "asin": "B07H4C976G", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Lightweight Soft Microfiber Pillow Shams, Well Crafted Pinch Pleat, Queen Size (20x30) Grey Color Set of 2", "asin": "B07RS3Y6V6", "price": "$14.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillow Shams 2 Pack Standard Size 20x26 Inch- Brushed 1800 Microfiber - Bed Pillow Shams, Wrinkle Resistant Super Soft and Cozy- Back Overlap Closure - Oxford Pillowcase (Standard, Navy)", "asin": "B08VJ67M1S", "price": "$8.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Microfiber Queen Pillow Shams Set of 2, Fade, Wrinkle and Shrinkage Resistant Soft Pillow Covers with Envelope Closure Euro Sham Covers (Dark Grey, 20x30 Inches)", "asin": "B07Y1MJ1GK", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "2-Pack Standard Size Pillowcases fit Pillows 20 x 26\u201d -100% Soft Breathable Microfiber - Perfect for Toddler Little Boy Twin/Full Size Bed - Space", "asin": "B082DRWVP7", "price": "$9.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "12x20Inch Lumbar Throw Pillow Inserts, Set of 2 Rectangle Form Cushion Stuffers for Couch, Sofa, Bed - Indoor Decorative Pillows Inserts", "asin": "B08J9T25YB", "price": "$14.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Soft & Silky 500 Thread Count 100% Cotton is Cool & Smooth, Set of 2 Standard Pillowcases Fits Standard & Queen Pillows (Light Gray)", "asin": "B07QFRBLC6", "price": "$11.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "100% Egyptian Cotton King Pillow Shams with Envelope Closure - 1000 Thread Count Sateen Weave Pillow Sham King Size Set of 2, Silky Soft, Breathable, Cooling Pillow Sham (Silver Grey)", "asin": "B08295V8QN", "price": "$13.49", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock - order soon."}, {"title": "100% Brushed Microfiber Standard Pillow Shams Set of 2, Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Oxford Pillowcases, 20x26 Inches, Dark Brown", "asin": "B086BPGG9S", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 3 left in stock - order soon."}, {"title": "Rayon from Pillowcases King Size, Set of 2 for Smooth Hair & Skin, Fits King Pillows (Bright White)", "asin": "B08BTZM8LV", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Standard Pillow Sham Covers - Set of 2 - Premium 1800 Ultra-Soft Microfiber - Double Brushed - Bed Pillow Shams - Pillows Not Included (Set of 2, Cypress Green)", "asin": "B0BV7LFWWS", "price": "$14.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "12x20 Inches Outdoor Pillow Inserts Set of 2, Waterproof Decorative Throw Pillows Insert, Square Pillow Form for Patio, Furniture, Bed, Living Room, Garden (White)", "asin": "B0B2NWX97N"}, {"title": "Premium Hotel Quality 2-Piece Pillowcase Set, Luxury & Softest 1500 Thread Count Egyptian Quality Bedding Pillowcases, Wrinkle and Fade Resistant", "asin": "B07LDMPNJ5", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pack of 2, Shimmery Pillow, Soft Solid Color Sparkling Decorative Throw Pillow Covers Set, Cushion Cases Pillowcases for Sofa Bedroom Car, 12 x20 Inch 30 x 50cm (Silver- Black)", "asin": "B081YNMMYW", "price": "$9.49", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock - order soon."}, {"title": "Throw Pillow Inserts Set of 2 Premium Pillow Inserts Decorative Pillow Stuffer Square Form Interior Sofa for Decorative Couch Cushion Bed Sofa Stuffer Pillow 16x16 Inch", "asin": "B097JJC8LP", "price": "$14.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon"}, {"title": "New Year/Christmas Decorations Linen Decorative Square Throw Pillow Cover Cushion Covers Pillowcase, Home Decor for Party/Xmas 22x22 Inch/55x55 cm, Fern Green, Set of 2", "asin": "B07TVMCY4V", "price": "$10.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 1 left in stock - order soon."}, {"title": "Satin Silk Pillowcase for Hair and Skin, Tribal Aztec Pillow Cases Set of 2 Pack Super Soft Ethnic Pillow Covers with Envelope Closure (Black and White, Queen(20''x30''))", "asin": "B097G5RD7D", "price": "$12.99", "delivery": "FREE delivery May 2 - 13"}, {"title": "1500 Supreme Collection Pillowcase - King, 2 Count, Navy", "asin": "B00J3BA2O6", "price": "$13.99", "delivery": "FREE delivery Fri, Apr 18"}, {"title": "Red Throw Pillow Covers Modern Accent Velvet Pillow Covers for Couch Bed Room Wedding Party, Set of 2 (45x45cm, 18x18 inches), Ruby Red", "asin": "B078W6JGKJ", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon."}, {"title": "Taupe Pillow Covers 22\" x 22\", Set of 2 Quilted Pillow Shams, Euro Sham Covers Fit Throw Pillows for Couch or Bed, Matches Quilt Bedding Set, Dark Taupe", "asin": "B0763DV2HQ", "price": "$13.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 5 left in stock - order soon."}, {"title": "Today\u2019s Home Tailored Bed Pillow Shams, Cotton Blend Design, Standard, Mocha, 2-Pack", "asin": "B011Y4R94A", "price": "$12.39", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White", "asin": "B01M19KBS9", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\u00d730 inches Bright White, Soft and Breathable", "asin": "B092CR2V5N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Queen Size Pillow Cases Set of 2 - White Queen Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x30 inches", "asin": "B0BRSCZNJK", "price": "$8.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 4 left in stock - order soon."} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:49:36.266Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 245, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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Perfect for Toddler Little Boy Twin/Full Size Bed - Space\", \"asin\": \"B082DRWVP7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"12x20Inch Lumbar Throw Pillow Inserts, Set of 2 Rectangle Form Cushion Stuffers for Couch, Sofa, Bed - Indoor Decorative Pillows Inserts\", \"asin\": \"B08J9T25YB\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Soft & Silky 500 Thread Count 100% Cotton is Cool & Smooth, Set of 2 Standard Pillowcases Fits Standard & Queen Pillows (Light Gray)\", \"asin\": \"B07QFRBLC6\", \"price\": \"$11.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Egyptian Cotton King Pillow Shams with Envelope Closure - 1000 Thread Count Sateen Weave Pillow Sham King Size Set of 2, Silky Soft, Breathable, Cooling Pillow Sham (Silver Grey)\", \"asin\": \"B08295V8QN\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock - order soon.\"},\n {\"title\": \"100% Brushed Microfiber Standard Pillow Shams Set of 2, Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Oxford Pillowcases, 20x26 Inches, Dark Brown\", \"asin\": \"B086BPGG9S\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 3 left in stock - order soon.\"},\n {\"title\": \"Rayon from Pillowcases King Size, Set of 2 for Smooth Hair & Skin, Fits King Pillows (Bright White)\", \"asin\": \"B08BTZM8LV\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Standard Pillow Sham Covers - Set of 2 - Premium 1800 Ultra-Soft Microfiber - Double Brushed - Bed Pillow Shams - Pillows Not Included (Set of 2, Cypress Green)\", \"asin\": \"B0BV7LFWWS\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"12x20 Inches Outdoor Pillow Inserts Set of 2, Waterproof Decorative Throw Pillows Insert, Square Pillow Form for Patio, Furniture, Bed, Living Room, Garden (White)\", \"asin\": \"B0B2NWX97N\"},\n {\"title\": \"Premium Hotel Quality 2-Piece Pillowcase Set, Luxury & Softest 1500 Thread Count Egyptian Quality Bedding Pillowcases, Wrinkle and Fade Resistant\", \"asin\": \"B07LDMPNJ5\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pack of 2, Shimmery Pillow, Soft Solid Color Sparkling Decorative Throw Pillow Covers Set, Cushion Cases Pillowcases for Sofa Bedroom Car, 12 x20 Inch 30 x 50cm (Silver- Black)\", \"asin\": \"B081YNMMYW\", \"price\": \"$9.49\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock - order soon.\"},\n {\"title\": \"Throw Pillow Inserts Set of 2 Premium Pillow Inserts Decorative Pillow Stuffer Square Form Interior Sofa for Decorative Couch Cushion Bed Sofa Stuffer Pillow 16x16 Inch\", \"asin\": \"B097JJC8LP\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon\"},\n {\"title\": \"New Year/Christmas Decorations Linen Decorative Square Throw Pillow Cover Cushion Covers Pillowcase, Home Decor for Party/Xmas 22x22 Inch/55x55 cm, Fern Green, Set of 2\", \"asin\": \"B07TVMCY4V\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Satin Silk Pillowcase for Hair and Skin, Tribal Aztec Pillow Cases Set of 2 Pack Super Soft Ethnic Pillow Covers with Envelope Closure (Black and White, Queen(20''x30''))\", \"asin\": \"B097G5RD7D\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery May 2 - 13\"},\n {\"title\": \"1500 Supreme Collection Pillowcase - King, 2 Count, Navy\", \"asin\": \"B00J3BA2O6\", \"price\": \"$13.99\", \"delivery\": \"FREE delivery Fri, Apr 18\"},\n {\"title\": \"Red Throw Pillow Covers Modern Accent Velvet Pillow Covers for Couch Bed Room Wedding Party, Set of 2 (45x45cm, 18x18 inches), Ruby Red\", \"asin\": \"B078W6JGKJ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Taupe Pillow Covers 22\\\" x 22\\\", Set of 2 Quilted Pillow Shams, Euro Sham Covers Fit Throw Pillows for Couch or Bed, Matches Quilt Bedding Set, Dark Taupe\", \"asin\": \"B0763DV2HQ\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Today\\u2019s Home Tailored Bed Pillow Shams, Cotton Blend Design, Standard, Mocha, 2-Pack\", \"asin\": \"B011Y4R94A\", \"price\": \"$12.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White\", \"asin\": \"B01M19KBS9\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\\u00d730 inches Bright White, Soft and Breathable\", \"asin\": \"B092CR2V5N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Queen Size Pillow Cases Set of 2 - White Queen Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x30 inches\", \"asin\": \"B0BRSCZNJK\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 4 left in stock - order soon.\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:49:36.266Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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Brushed Microfiber - Bed Pillow Shams, Wrinkle Resistant Super Soft and Cozy - Back Overlap Closure - Oxford Pillowcase (Standard, White)\", \"asin\": \"B08VJ6J8PD\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Elegant Comfort Luxury Ultra-Soft 2-Piece Pillowcase Set - 1500 Premium Hotel Quality Microfiber Double Brushed - Wrinkle Resistant, King Size, White\", \"asin\": \"B07KQBX3HY\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sunflower Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\\u00d730 inches Bright White, Soft and Breathable\", \"asin\": \"B092CR2V5N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Utopia Bedding Queen Pillow Cases - 2 Pack - Envelope Closure - Soft Brushed Microfiber Fabric - Shrinkage and Fade Resistant Pillow Covers 20 X 30 Inches (Queen, Grey)\", \"asin\": \"B072QW7S8Y\", \"price\": \"$6.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Gray Pillow Cases Queen Size Set of 2, Brushed Microfiber Pillowcases 2 Pack with Envelope Closure, Super Soft Breathable Pillowcase\\uff08Grey, 20x30 Inch\\uff09\", \"asin\": \"B0DBV3ZP4P\", \"price\": \"$4.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Microfiber Standard Bed Pillowcases 2 Pack, Super Soft Bed Pillow Covers Envelope Closure, Wrinkle, Fade and Stain Resistant, 20x26, White\", \"asin\": \"B0DPCSXBT7\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"YIYEA Pillow Cases Queen Size Set of 2, Ultra Soft Double Brushed Microfiber Pillowcases, Hotel Quality Embroidered Bed Pillow Covers Queen, Fade Resistant, Easy Slip-On (20\\\"x30\\\", Denim)\", \"asin\": \"B0BYVS9J6K\", \"price\": \"$4.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Elegant Comfort Ultra Soft Set of 2 Striped Print Pillowcases - 1500 Premium Hotel Quality Microfiber, Soft and Smooth Envelope Closure 2-Piece Pillow Covers - Standard/Queen, Traci Gray\", \"asin\": \"B0CTNV6H4L\", \"price\": \"$6.60\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WhatsBedding King Jersey Knit Pillowcases Set of 2, 100% Cotton Bed Pillow Cases King Size with Zipper, Soft and Breathable, 20\\u00d740 inches Black\", \"asin\": \"B0DW37LDZZ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Body Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x54 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x54 Inches, White\", \"asin\": \"B0CBJR2C7D\", \"price\": \"$9.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Avalon Bedding Pillow Cases Standard Size White Pillow Cases Set of 2 Cotton Blend 200 TC Soft & Breathable Perfect for Home & Hospital, Hotel Quality Queen Pillow Protectors 30x20 Inches\", \"asin\": \"B09BP62DJS\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 8 left in stock - order soon.\"},\n {\"title\": \"Bedsure Satin Pillowcase for Hair - Beige Satin Pillow Cases Standard Size with Zipper 4 Pack, Similar to Silk Pillow Cases for Skin, Silky & Soft, Gifts for Women Men, 20x26 Inches\", \"asin\": \"B0CTQHHK4T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"BEDSUM Body Silk Satin Pillowcase for Hair and Skin, Silky Soft and Luxurious Bedding Pillow Case with Envelope Closure, 20x54 Inches, Grey\", \"asin\": \"B08YRCHFWH\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:00.444Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:52:00.444Z	click	page_related	rule	2025-04-08T22:52:00.444Z	train	246	2025-04-08T22:52:00.444Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow set of 2" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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order soon."}, {"title": "Elegant Comfort Ultra Soft Set of 2 Striped Print Pillowcases - 1500 Premium Hotel Quality Microfiber, Soft and Smooth Envelope Closure 2-Piece Pillow Covers - Standard/Queen, Traci Gray", "asin": "B0CTNV6H4L", "price": "$6.60", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "WhatsBedding King Jersey Knit Pillowcases Set of 2, 100% Cotton Bed Pillow Cases King Size with Zipper, Soft and Breathable, 20\u00d740 inches Black", "asin": "B0DW37LDZZ", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY Body Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x54 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x54 Inches, White", "asin": "B0CBJR2C7D", "price": "$9.69", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Avalon Bedding Pillow Cases Standard Size White Pillow Cases Set of 2 Cotton Blend 200 TC Soft & Breathable Perfect for Home & Hospital, Hotel Quality Queen Pillow Protectors 30x20 Inches", "asin": "B09BP62DJS", "price": "$7.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 8 left in stock - order soon."}, {"title": "Bedsure Satin Pillowcase for Hair - Beige Satin Pillow Cases Standard Size with Zipper 4 Pack, Similar to Silk Pillow Cases for Skin, Silky & Soft, Gifts for Women Men, 20x26 Inches", "asin": "B0CTQHHK4T", "price": "$9.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "BEDSUM Body Silk Satin Pillowcase for Hair and Skin, Silky Soft and Luxurious Bedding Pillow Case with Envelope Closure, 20x54 Inches, Grey", "asin": "B08YRCHFWH", "price": "$7.79", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:52:00.444Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 246, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"NTBAY Queen Pillowcase Set - 4 Pack Brushed Microfiber 20x30 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x30 Inches, White\",\n \"asin\": \"B06Y2JFKBG\"\n},\n {\n \"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey\",\n \"asin\": \"B07H2X6X3R\"\n},\n {\n \"title\": \"NTBAY Body Pillowcase - Brushed Microfiber 20x54 Pillowcase - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Yellow Body Pillow Cover with Envelope Closure - 20x54 Inches, Yellow\",\n \"asin\": \"B07MYXW3ZR\"\n}\n ],\n \"search_results\": [\n {\"title\": \"CozyLux Pillow Cases Queen Set of 2 Luxury 1800 Series Double Brushed Microfiber Bed Pillow Cases Embroidered 2 Pack 20x30 inches, Light Grey/Gray Pillow Covers with Envelope Closure\", \"asin\": \"B0915VWR8Q\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 14 left in stock - order soon.\"},\n {\"title\": \"Sunflower Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\\u00d730 inches Bright White, Soft and Breathable\", \"asin\": \"B092CR2V5N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pure White Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, 20x30 Inches\", \"asin\": \"B07H23HFGZ\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Amazon Basics Standard Pillow Cases Set of 2 - Lightweight, Super Soft Easy Care Microfiber, Bright White, 30\\\" L x 20\\\" W, Pillows Not Included\", \"asin\": \"B07B4Z9L7M\", \"price\": \"$4.75\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics 400 Thread Count Cotton Pillow Case, Standard, 30\\\" L x 20\\\" W, White - Set of 2, Pillows Not Included\", \"asin\": \"B01MUDQUN9\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillow Cases Queen Set of 2 Luxury 1800 Series Double Brushed Microfiber Bed Pillow Cases Embroidered 2 Pack 20x30 inches, White Pillow Covers with Envelope Closure, Pillows Not Included\", \"asin\": \"B0915WL4W4\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White\", \"asin\": \"B01M19KBS9\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Royale Linens Queen Pillowcase Set of 2 - Bed Pillow Cover - 20\\\" x 30\\\" - White Pillowcases - 1800 Brushed Microfiber, Wrinkle & Fade Resistant - Soft & Cozy- Queen Size Pillow Case (White)\", \"asin\": \"B08VHYJ7DV\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillows Insert (Pack of 2, White) - 18 x 18 Inches Bed and Couch Pillows - Indoor Decorative Pillow\", \"asin\": \"B01NBNDC1T\", \"price\": \"$9.47\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Queen Pillow Cases Set of 2 - White Polyester Microfiber Pillowcase 2 Pack, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x30 Inches\", \"asin\": \"B07ZX2916M\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Throw Pillow Inserts, Set of 2 Lightweight Down Alternative Polyester Pillow, Couch Cushion, Sham Stuffer, Machine Washable. (White, 18x18)\", \"asin\": \"B07VDKHLJQ\", \"price\": \"$11.69\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size White\", \"asin\": \"B01M19KBS9\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Aisbo Queen Size Pillow Cases Set of 2 - White Queen Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x30 inches\", \"asin\": \"B0BRSCZNJK\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 4 left in stock - order soon.\"},\n {\"title\": \"Mayfair Linen 100% Cotton Pillowcases Standard/Queen Size Set of 2-500 Thread Count White Cotton Pillowcases, Ultra Soft Cooling Sateen Weave Pillow Cases for Sleeping, Set of 2 Pillow Covers\", \"asin\": \"B01NANM6PN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Pillow Cases Queen Size Set of 2, Rayon Derived from Bamboo Cooling Pillowcases for Hot Sleepers, Soft & Silky Pillow Covers with Envelope Closure, Dark Grey, Gifts for Women Men, 20x30 Inches\", \"asin\": \"B07JP2L1TG\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Utopia Bedding Queen Sheet Set - Brushed Microfiber - Soft Bed Sheets for Queen Size Bed Set - Includes 1 Fitted, 1 Flat, & 2 Pillow Cases - Deep Pocket (Grey)\", \"asin\": \"B0CGJN34ZH\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMWVQ5\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pure White Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, 20x30 Inches\", \"asin\": \"B07H23HFGZ\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"MIULEE Set of 2 Throw Pillow Inserts Premium Pillow Stuffer Square Form for Decorative Cushion Bed Couch Sofa 18x18 Inch\", \"asin\": \"B082PM3V77\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ROYALE LINENS Pillow Shams 2 Pack Standard Size 20x26 Inch - Brushed Microfiber - Bed Pillow Shams, Wrinkle Resistant Super Soft and Cozy - Back Overlap Closure - Oxford Pillowcase (Standard, White)\", \"asin\": \"B08VJ6J8PD\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Elegant Comfort Luxury Ultra-Soft 2-Piece Pillowcase Set - 1500 Premium Hotel Quality Microfiber Double Brushed - Wrinkle Resistant, King Size, White\", \"asin\": \"B07KQBX3HY\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sunflower Queen Pillowcases Set of 2, 100% Cotton Queen Pillow Cases 2, 20\\u00d730 inches Bright White, Soft and Breathable\", \"asin\": \"B092CR2V5N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Utopia Bedding Queen Pillow Cases - 2 Pack - Envelope Closure - Soft Brushed Microfiber Fabric - Shrinkage and Fade Resistant Pillow Covers 20 X 30 Inches (Queen, Grey)\", \"asin\": \"B072QW7S8Y\", \"price\": \"$6.64\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Gray Pillow Cases Queen Size Set of 2, Brushed Microfiber Pillowcases 2 Pack with Envelope Closure, Super Soft Breathable Pillowcase\\uff08Grey, 20x30 Inch\\uff09\", \"asin\": \"B0DBV3ZP4P\", \"price\": \"$4.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Microfiber Standard Bed Pillowcases 2 Pack, Super Soft Bed Pillow Covers Envelope Closure, Wrinkle, Fade and Stain Resistant, 20x26, White\", \"asin\": \"B0DPCSXBT7\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"YIYEA Pillow Cases Queen Size Set of 2, Ultra Soft Double Brushed Microfiber Pillowcases, Hotel Quality Embroidered Bed Pillow Covers Queen, Fade Resistant, Easy Slip-On (20\\\"x30\\\", Denim)\", \"asin\": \"B0BYVS9J6K\", \"price\": \"$4.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Elegant Comfort Ultra Soft Set of 2 Striped Print Pillowcases - 1500 Premium Hotel Quality Microfiber, Soft and Smooth Envelope Closure 2-Piece Pillow Covers - Standard/Queen, Traci Gray\", \"asin\": \"B0CTNV6H4L\", \"price\": \"$6.60\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WhatsBedding King Jersey Knit Pillowcases Set of 2, 100% Cotton Bed Pillow Cases King Size with Zipper, Soft and Breathable, 20\\u00d740 inches Black\", \"asin\": \"B0DW37LDZZ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Body Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x54 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x54 Inches, White\", \"asin\": \"B0CBJR2C7D\", \"price\": \"$9.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Avalon Bedding Pillow Cases Standard Size White Pillow Cases Set of 2 Cotton Blend 200 TC Soft & Breathable Perfect for Home & Hospital, Hotel Quality Queen Pillow Protectors 30x20 Inches\", \"asin\": \"B09BP62DJS\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 8 left in stock - order soon.\"},\n {\"title\": \"Bedsure Satin Pillowcase for Hair - Beige Satin Pillow Cases Standard Size with Zipper 4 Pack, Similar to Silk Pillow Cases for Skin, Silky & Soft, Gifts for Women Men, 20x26 Inches\", \"asin\": \"B0CTQHHK4T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"BEDSUM Body Silk Satin Pillowcase for Hair and Skin, Silky Soft and Luxurious Bedding Pillow Case with Envelope Closure, 20x54 Inches, Grey\", \"asin\": \"B08YRCHFWH\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:00.444Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"MoonRest\\u00ae 13x18 Inch Synthetic Down Alternative Rectangle Pillow Insert Form Stuffer for Sofa Shams, Decorative Throw Pillow, Cushion and Bed Pillow Stuffing - Hypoallergenic 13\\u201cX 18\\u201d\",\n \"asin\": \"B00DR49LMY\"\n}\n ],\n \"search_results\": [\n {\"title\": \"King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size White\", \"asin\": \"B01M0AGUPO\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x36 Inches, White\", \"asin\": \"B07H2YLSCB\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY 2 Pack Satin Standard Pillowcases for Hair and Skin, Luxurious and Silky Pillow Cases with Envelope Closure, 20x26 Inches, Black\", \"asin\": \"B08LPSDL2X\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)\", \"asin\": \"B0C3T7JF9Z\", \"price\": \"$11.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)\", \"asin\": \"B0DLF86LD1\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FLXXIE Microfiber Pillow Cases Queen Size Set of 2, Soft Pillowcases with Envelope Closure, Wrinkle Resistant Pillow Covers, 20x30, Black\", \"asin\": \"B07MQQPVDF\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Classic Pillow Cases Queen Size Set of 2-20 x 30 Ultra-Soft Queen Pillow Protectors with Zipper, 200 Thread Count, Envelope Closure\", \"asin\": \"B0CXQVM9SH\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Glaciman Pillow Protectors Set of 2, Ultra Soft Brushed Fabric Pillowcovers Standard Size, Wrinkle/Fade/Stain Resistant, Breathable Padded Pillowcases with Zipper 20 x 26 Inches, Grey Piping\", \"asin\": \"B0CN3676KX\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WhatsBedding King Size Pillowcases Set of 2, 20x36 Cotton Pillow Cases with Envelope Closure, Soft & Breathable Pillow Covers for Bed, Black\", \"asin\": \"B0CWKYSX9K\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey\", \"asin\": \"B07H2X6X3R\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Throw Pillow Inserts, Machine Washable Pillows,Premium Polyester Fiber Fill for Sofa Bed & Decorative Cushions (White, 18x18inch)\", \"asin\": \"B0DPYZR6MQ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\\\"x26\\\" Standard Size, Grey)\", \"asin\": \"B087JL4BCP\", \"price\": \"$5.43\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Set of 2 Standard/Queen AllerEase Pillow Protectors - Moisture Wicking, Advanced Allergy Protection - Premium Polyester, Zippered Protectors\", \"asin\": \"B07J6BDLFW\", \"price\": \"$11.82\", \"delivery\": \"FREE delivery Apr 17 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - 18\"},\n {\"title\": \"decorUhome Faux Fur Spring Throw Pillow Covers 18x18 Set of 2, Decorative Soft Plush Striped Couch Pillow Covers with Velvet Back for Sofa, Bed, Living Room, Cream White\", \"asin\": \"B0D1YCNL1G\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ARTALL 4-Pieces King Size Sheet Set, Soft Microfiber All-Season Bed Sheets Includes 2 Pillowcases, 1 Flat Sheet, 1 Fitted Sheet, Half Floral and Half Geometry Print Design, Red\", \"asin\": \"B0DCNX9Y2F\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, Beige, 20x30 Inches\", \"asin\": \"B08616PS69\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Warmstar Cotton Pillow Cases Standard Size Set of 2, 600 Thread Count Pillowcases 20x26 Inches, Soft Long Staple Cotton Pillowcases Breathable with Envelope Closure,White\", \"asin\": \"B09PN38Z7L\", \"price\": \"$10.36\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Aqua\", \"asin\": \"B0CST2JFSZ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bare Home Microfiber Pillow Cases - Standard/Queen Size Set of 2 - Cooling Pillowcases - Double Brushed - Lavender Pillowcases 2 Pack - Easy Care (Standard Pillowcase Set of 2, Lavender)\", \"asin\": \"B01FGB5C00\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure for Kids, 20x36 inches, White\", \"asin\": \"B086BT6BLX\", \"price\": \"$9.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Toddler Pillow (White, 2 Pack), 13x18 Pillows for Sleeping, Soft and Breathable Cotton Blend Shell, Small Kids Pillow Perfect for Toddler Bed and Travel (Intended for Age 2 and up)\", \"asin\": \"B07P8NXQF4\", \"price\": \"$14.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Carressa Linen 100% Egyptian Cotton Pillow Cases Set of 2-600 Thread Count Silver Standard/Queen Pillowcase for Sleeping, Soft, Silky Sateen Weave Bed Pillow Cover, Extra Long Staple Pillowcases\", \"asin\": \"B0BHX2TVXS\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock (more on the way).\"},\n {\"title\": \"DEZENE Patchwork Throw Pillow Covers Set of 2 Striped Soft Corduroy Square Decorative Couch Pillow Cases Boho Accent Farmhouse Home Decor for Bed Sofa Living Room, White, 20x20-Inch\", \"asin\": \"B0DCB7H83Z\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MIULEE 18x18 Inches Pillow Inserts Pack of 2, Decorative Throw Pillow Inserts for Couch\", \"asin\": \"B0CSFGDVCH\", \"price\": \"$12.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"THREAD SPREAD 100% Egyptian Cotton King Pillow Shams with Envelope Closure - 1000 Thread Count Sateen Weave White Pillow Sham King Size Set of 2, Silky Soft, Breathable, Cooling Pillow Sham\", \"asin\": \"B0B31PXQK4\", \"price\": \"$11.24\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Waterproof Pillow Protectors Zippered (2 Pack, White) King Size, Zippered Pillowcases, Bed Bug Proof Pillow Encasement Covers 20 x 38 Inches\", \"asin\": \"B01JLPDM5E\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NEATERIZE Premium Velvet Pillow Covers 24x24 Black - Washable Decorative Fabric Throw Pillow Covers for Couch or Bed - Set of 2\", \"asin\": \"B0C7LMFT3S\", \"price\": \"$9.96\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Shams - 2 Pack Brushed Microfiber 20x26 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Inches Oxford Pillowcases, White\", \"asin\": \"B072LPPLGF\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FLXXIE Microfiber Queen Pillow Shams Set of 2, Fade, Wrinkle and Shrinkage Resistant Soft Pillow Covers with Envelope Closure Euro Sham Covers (White, 20x30 Inches)\", \"asin\": \"B07Y1C1NVN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Blue Boho Pillow Covers 18x18 Set of 2,Boho Pillow Covers Decorative Linen Couch Pillows Covers for Bed Sofa Room Farmhouse Throw Pillow Covers\", \"asin\": \"B0DJLPYF97\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Trendy Home 12x20 Throw Pillow Insert (Pack of 2, White), Bed and Couch Pillows Stuffer Hypoallergenic, Lumbar Support Decorative Home Outdoor Pillow Filler (Non Woven, 2 Pack)\", \"asin\": \"B07JP1JT93\", \"price\": \"$14.52\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed\", \"asin\": \"B0CW9SJKNR\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x26 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x26 Inches, White\", \"asin\": \"B0CBJRB4MR\", \"price\": \"$7.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:26.460Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:52:26.460Z	click_product	B07P8NXQF4	rule	2025-04-08T22:52:26.460Z	train	247	2025-04-08T22:52:26.460Z	click_product	B07P8NXQF4	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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Hypoallergenic 13\u201cX 18\u201d", "asin": "B00DR49LMY" } ], "search_results": [ {"title": "King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size White", "asin": "B01M0AGUPO", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x36 Inches, White", "asin": "B07H2YLSCB", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY 2 Pack Satin Standard Pillowcases for Hair and Skin, Luxurious and Silky Pillow Cases with Envelope Closure, 20x26 Inches, Black", "asin": "B08LPSDL2X", "price": "$6.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)", "asin": "B0C3T7JF9Z", "price": "$11.04", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)", "asin": "B0DLF86LD1", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "FLXXIE Microfiber Pillow Cases Queen Size Set of 2, Soft Pillowcases with Envelope Closure, Wrinkle Resistant Pillow Covers, 20x30, Black", "asin": "B07MQQPVDF", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Classic Pillow Cases Queen Size Set of 2-20 x 30 Ultra-Soft Queen Pillow Protectors with Zipper, 200 Thread Count, Envelope Closure", "asin": "B0CXQVM9SH", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Glaciman Pillow Protectors Set of 2, Ultra Soft Brushed Fabric Pillowcovers Standard Size, Wrinkle/Fade/Stain Resistant, Breathable Padded Pillowcases with Zipper 20 x 26 Inches, Grey Piping", "asin": "B0CN3676KX", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "WhatsBedding King Size Pillowcases Set of 2, 20x36 Cotton Pillow Cases with Envelope Closure, Soft & Breathable Pillow Covers for Bed, Black", "asin": "B0CWKYSX9K", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey", "asin": "B07H2X6X3R", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "EIUE Throw Pillow Inserts, Machine Washable Pillows,Premium Polyester Fiber Fill for Sofa Bed & Decorative Cushions (White, 18x18inch)", "asin": "B0DPYZR6MQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\"x26\" Standard Size, Grey)", "asin": "B087JL4BCP", "price": "$5.43", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Set of 2 Standard/Queen AllerEase Pillow Protectors - Moisture Wicking, Advanced Allergy Protection - Premium Polyester, Zippered Protectors", "asin": "B07J6BDLFW", "price": "$11.82", "delivery": "FREE delivery Apr 17 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - 18"}, {"title": "decorUhome Faux Fur Spring Throw Pillow Covers 18x18 Set of 2, Decorative Soft Plush Striped Couch Pillow Covers with Velvet Back for Sofa, Bed, Living Room, Cream White", "asin": "B0D1YCNL1G", "price": "$9.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "ARTALL 4-Pieces King Size Sheet Set, Soft Microfiber All-Season Bed Sheets Includes 2 Pillowcases, 1 Flat Sheet, 1 Fitted Sheet, Half Floral and Half Geometry Print Design, Red", "asin": "B0DCNX9Y2F", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, Beige, 20x30 Inches", "asin": "B08616PS69", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Warmstar Cotton Pillow Cases Standard Size Set of 2, 600 Thread Count Pillowcases 20x26 Inches, Soft Long Staple Cotton Pillowcases Breathable with Envelope Closure,White", "asin": "B09PN38Z7L", "price": "$10.36", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Aqua", "asin": "B0CST2JFSZ", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 7 left in stock - order soon."}, {"title": "Bare Home Microfiber Pillow Cases - Standard/Queen Size Set of 2 - Cooling Pillowcases - Double Brushed - Lavender Pillowcases 2 Pack - Easy Care (Standard Pillowcase Set of 2, Lavender)", "asin": "B01FGB5C00", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure for Kids, 20x36 inches, White", "asin": "B086BT6BLX", "price": "$9.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Toddler Pillow (White, 2 Pack), 13x18 Pillows for Sleeping, Soft and Breathable Cotton Blend Shell, Small Kids Pillow Perfect for Toddler Bed and Travel (Intended for Age 2 and up)", "asin": "B07P8NXQF4", "price": "$14.49", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Carressa Linen 100% Egyptian Cotton Pillow Cases Set of 2-600 Thread Count Silver Standard/Queen Pillowcase for Sleeping, Soft, Silky Sateen Weave Bed Pillow Cover, Extra Long Staple Pillowcases", "asin": "B0BHX2TVXS", "price": "$13.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock (more on the way)."}, {"title": "DEZENE Patchwork Throw Pillow Covers Set of 2 Striped Soft Corduroy Square Decorative Couch Pillow Cases Boho Accent Farmhouse Home Decor for Bed Sofa Living Room, White, 20x20-Inch", "asin": "B0DCB7H83Z", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MIULEE 18x18 Inches Pillow Inserts Pack of 2, Decorative Throw Pillow Inserts for Couch", "asin": "B0CSFGDVCH", "price": "$12.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "THREAD SPREAD 100% Egyptian Cotton King Pillow Shams with Envelope Closure - 1000 Thread Count Sateen Weave White Pillow Sham King Size Set of 2, Silky Soft, Breathable, Cooling Pillow Sham", "asin": "B0B31PXQK4", "price": "$11.24", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Waterproof Pillow Protectors Zippered (2 Pack, White) King Size, Zippered Pillowcases, Bed Bug Proof Pillow Encasement Covers 20 x 38 Inches", "asin": "B01JLPDM5E", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NEATERIZE Premium Velvet Pillow Covers 24x24 Black - Washable Decorative Fabric Throw Pillow Covers for Couch or Bed - Set of 2", "asin": "B0C7LMFT3S", "price": "$9.96", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY Standard Pillow Shams - 2 Pack Brushed Microfiber 20x26 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Inches Oxford Pillowcases, White", "asin": "B072LPPLGF", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "FLXXIE Microfiber Queen Pillow Shams Set of 2, Fade, Wrinkle and Shrinkage Resistant Soft Pillow Covers with Envelope Closure Euro Sham Covers (White, 20x30 Inches)", "asin": "B07Y1C1NVN", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Blue Boho Pillow Covers 18x18 Set of 2,Boho Pillow Covers Decorative Linen Couch Pillows Covers for Bed Sofa Room Farmhouse Throw Pillow Covers", "asin": "B0DJLPYF97", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Trendy Home 12x20 Throw Pillow Insert (Pack of 2, White), Bed and Couch Pillows Stuffer Hypoallergenic, Lumbar Support Decorative Home Outdoor Pillow Filler (Non Woven, 2 Pack)", "asin": "B07JP1JT93", "price": "$14.52", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed", "asin": "B0CW9SJKNR", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY Standard Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x26 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x26 Inches, White", "asin": "B0CBJRB4MR", "price": "$7.69", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:52:26.460Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B07P8NXQF4</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B07P8NXQF4</answer_argument>", "index": 247, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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\"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Hypoallergenic 13\\u201cX 18\\u201d\",\n \"asin\": \"B00DR49LMY\"\n}\n ],\n \"search_results\": [\n {\"title\": \"King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size White\", \"asin\": \"B01M0AGUPO\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x36 Inches, White\", \"asin\": \"B07H2YLSCB\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY 2 Pack Satin Standard Pillowcases for Hair and Skin, Luxurious and Silky Pillow Cases with Envelope Closure, 20x26 Inches, Black\", \"asin\": \"B08LPSDL2X\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)\", \"asin\": \"B0C3T7JF9Z\", \"price\": \"$11.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)\", \"asin\": \"B0DLF86LD1\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FLXXIE Microfiber Pillow Cases Queen Size Set of 2, Soft Pillowcases with Envelope Closure, Wrinkle Resistant Pillow Covers, 20x30, Black\", \"asin\": \"B07MQQPVDF\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Classic Pillow Cases Queen Size Set of 2-20 x 30 Ultra-Soft Queen Pillow Protectors with Zipper, 200 Thread Count, Envelope Closure\", \"asin\": \"B0CXQVM9SH\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Glaciman Pillow Protectors Set of 2, Ultra Soft Brushed Fabric Pillowcovers Standard Size, Wrinkle/Fade/Stain Resistant, Breathable Padded Pillowcases with Zipper 20 x 26 Inches, Grey Piping\", \"asin\": \"B0CN3676KX\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WhatsBedding King Size Pillowcases Set of 2, 20x36 Cotton Pillow Cases with Envelope Closure, Soft & Breathable Pillow Covers for Bed, Black\", \"asin\": \"B0CWKYSX9K\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey\", \"asin\": \"B07H2X6X3R\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Throw Pillow Inserts, Machine Washable Pillows,Premium Polyester Fiber Fill for Sofa Bed & Decorative Cushions (White, 18x18inch)\", \"asin\": \"B0DPYZR6MQ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\\\"x26\\\" Standard Size, Grey)\", \"asin\": \"B087JL4BCP\", \"price\": \"$5.43\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Set of 2 Standard/Queen AllerEase Pillow Protectors - Moisture Wicking, Advanced Allergy Protection - Premium Polyester, Zippered Protectors\", \"asin\": \"B07J6BDLFW\", \"price\": \"$11.82\", \"delivery\": \"FREE delivery Apr 17 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - 18\"},\n {\"title\": \"decorUhome Faux Fur Spring Throw Pillow Covers 18x18 Set of 2, Decorative Soft Plush Striped Couch Pillow Covers with Velvet Back for Sofa, Bed, Living Room, Cream White\", \"asin\": \"B0D1YCNL1G\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ARTALL 4-Pieces King Size Sheet Set, Soft Microfiber All-Season Bed Sheets Includes 2 Pillowcases, 1 Flat Sheet, 1 Fitted Sheet, Half Floral and Half Geometry Print Design, Red\", \"asin\": \"B0DCNX9Y2F\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, Beige, 20x30 Inches\", \"asin\": \"B08616PS69\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Warmstar Cotton Pillow Cases Standard Size Set of 2, 600 Thread Count Pillowcases 20x26 Inches, Soft Long Staple Cotton Pillowcases Breathable with Envelope Closure,White\", \"asin\": \"B09PN38Z7L\", \"price\": \"$10.36\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Aqua\", \"asin\": \"B0CST2JFSZ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Bare Home Microfiber Pillow Cases - Standard/Queen Size Set of 2 - Cooling Pillowcases - Double Brushed - Lavender Pillowcases 2 Pack - Easy Care (Standard Pillowcase Set of 2, Lavender)\", \"asin\": \"B01FGB5C00\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure for Kids, 20x36 inches, White\", \"asin\": \"B086BT6BLX\", \"price\": \"$9.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Toddler Pillow (White, 2 Pack), 13x18 Pillows for Sleeping, Soft and Breathable Cotton Blend Shell, Small Kids Pillow Perfect for Toddler Bed and Travel (Intended for Age 2 and up)\", \"asin\": \"B07P8NXQF4\", \"price\": \"$14.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Carressa Linen 100% Egyptian Cotton Pillow Cases Set of 2-600 Thread Count Silver Standard/Queen Pillowcase for Sleeping, Soft, Silky Sateen Weave Bed Pillow Cover, Extra Long Staple Pillowcases\", \"asin\": \"B0BHX2TVXS\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock (more on the way).\"},\n {\"title\": \"DEZENE Patchwork Throw Pillow Covers Set of 2 Striped Soft Corduroy Square Decorative Couch Pillow Cases Boho Accent Farmhouse Home Decor for Bed Sofa Living Room, White, 20x20-Inch\", \"asin\": \"B0DCB7H83Z\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MIULEE 18x18 Inches Pillow Inserts Pack of 2, Decorative Throw Pillow Inserts for Couch\", \"asin\": \"B0CSFGDVCH\", \"price\": \"$12.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"THREAD SPREAD 100% Egyptian Cotton King Pillow Shams with Envelope Closure - 1000 Thread Count Sateen Weave White Pillow Sham King Size Set of 2, Silky Soft, Breathable, Cooling Pillow Sham\", \"asin\": \"B0B31PXQK4\", \"price\": \"$11.24\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Waterproof Pillow Protectors Zippered (2 Pack, White) King Size, Zippered Pillowcases, Bed Bug Proof Pillow Encasement Covers 20 x 38 Inches\", \"asin\": \"B01JLPDM5E\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NEATERIZE Premium Velvet Pillow Covers 24x24 Black - Washable Decorative Fabric Throw Pillow Covers for Couch or Bed - Set of 2\", \"asin\": \"B0C7LMFT3S\", \"price\": \"$9.96\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Shams - 2 Pack Brushed Microfiber 20x26 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Inches Oxford Pillowcases, White\", \"asin\": \"B072LPPLGF\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FLXXIE Microfiber Queen Pillow Shams Set of 2, Fade, Wrinkle and Shrinkage Resistant Soft Pillow Covers with Envelope Closure Euro Sham Covers (White, 20x30 Inches)\", \"asin\": \"B07Y1C1NVN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Blue Boho Pillow Covers 18x18 Set of 2,Boho Pillow Covers Decorative Linen Couch Pillows Covers for Bed Sofa Room Farmhouse Throw Pillow Covers\", \"asin\": \"B0DJLPYF97\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Trendy Home 12x20 Throw Pillow Insert (Pack of 2, White), Bed and Couch Pillows Stuffer Hypoallergenic, Lumbar Support Decorative Home Outdoor Pillow Filler (Non Woven, 2 Pack)\", \"asin\": \"B07JP1JT93\", \"price\": \"$14.52\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed\", \"asin\": \"B0CW9SJKNR\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x26 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x26 Inches, White\", \"asin\": \"B0CBJRB4MR\", \"price\": \"$7.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:26.460Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": 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2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x36 Inches, White\", \"asin\": \"B07H2YLSCB\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Warmstar Cotton Pillow Cases Standard Size Set of 2, 600 Thread Count Pillowcases 20x26 Inches, Soft Long Staple Cotton Pillowcases Breathable with Envelope Closure,White\", \"asin\": \"B09PN38Z7L\", \"price\": \"$10.36\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"WhatsBedding King Size Pillowcases Set of 2, 20x36 Cotton Pillow Cases with Envelope Closure, Soft & Breathable Pillow Covers for Bed, Black\", \"asin\": \"B0CWKYSX9K\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Body Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x54 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x54 Inches, White\", \"asin\": \"B0CBJR2C7D\", \"price\": \"$9.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18 x 18 Throw Pillow Insert - Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)\", \"asin\": \"B0C3T7JF9Z\", \"price\": \"$11.04\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)\", \"asin\": \"B0DLF86LD1\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FLXXIE Microfiber Pillow Cases Queen Size Set of 2, Soft Pillowcases with Envelope Closure, Wrinkle Resistant Pillow Covers, 20x30, Black\", \"asin\": \"B07MQQPVDF\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"White Classic Pillow Cases Queen Size Set of 2-20 x 30 Ultra-Soft Queen Pillow Protectors with Zipper, 200 Thread Count, Envelope Closure\", \"asin\": \"B0CXQVM9SH\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EIUE Throw Pillow Inserts, Machine Washable Pillows,Premium Polyester Fiber Fill for Sofa Bed & Decorative Cushions (White, 18x18inch)\", \"asin\": \"B0DPYZR6MQ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NEATERIZE Premium Velvet Pillow Covers 24x24 Black - Washable Decorative Fabric Throw Pillow Covers for Couch or Bed - Set of 2\", \"asin\": \"B0C7LMFT3S\", \"price\": \"$9.96\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Aisbo King Size Pillow Cases Set of 2 - White King Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x36 inches\", \"asin\": \"B0BRSDWDD3\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey\", \"asin\": \"B07H2X6X3R\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Set of 2 Standard/Queen AllerEase Pillow Protectors - Moisture Wicking, Advanced Allergy Protection - Premium Polyester, Zippered Protectors\", \"asin\": \"B07J6BDLFW\", \"price\": \"$11.82\", \"delivery\": \"FREE delivery Apr 17 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - 18\"},\n {\"title\": \"decorUhome Faux Fur Spring Throw Pillow Covers 18x18 Set of 2, Decorative Soft Plush Striped Couch Pillow Covers with Velvet Back for Sofa, Bed, Living Room, Cream White\", \"asin\": \"B0D1YCNL1G\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Aqua\", \"asin\": \"B0CST2JFSZ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Casa Platino Standard Pillow Cases Set of 2 - Pre-Washed Soft & Breathable Pillowcases - Brushed Microfiber Pillow Covers - Easy Care - Standard Size Pillow Cases Set of 2-20x30 Inches, Navy\", \"asin\": \"B0CKM55QLT\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Bedsure White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed\", \"asin\": \"B0CW9SJKNR\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\\\"x26\\\" Standard Size, Grey)\", \"asin\": \"B087JL4BCP\", \"price\": \"$5.43\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"ARTALL 4-Pieces King Size Sheet Set, Soft Microfiber All-Season Bed Sheets Includes 2 Pillowcases, 1 Flat Sheet, 1 Fitted Sheet, Half Floral and Half Geometry Print Design, Red\", \"asin\": \"B0DCNX9Y2F\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Toddler Pillow (White, 2 Pack), 13x18 Pillows for Sleeping, Soft and Breathable Cotton Blend Shell, Small Kids Pillow Perfect for Toddler Bed and Travel (Intended for Age 2 and up)\", \"asin\": \"B07P8NXQF4\", \"price\": \"$14.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bare Home Microfiber Pillow Cases - Standard/Queen Size Set of 2 - Cooling Pillowcases - Double Brushed - Lavender Pillowcases 2 Pack - Easy Care (Standard Pillowcase Set of 2, Lavender)\", \"asin\": \"B01FGB5C00\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Blue Boho Pillow Covers 18x18 Set of 2,Boho Pillow Covers Decorative Linen Couch Pillows Covers for Bed Sofa Room Farmhouse Throw Pillow Covers\", \"asin\": \"B0DJLPYF97\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Carressa Linen 100% Egyptian Cotton Pillow Cases Set of 2-600 Thread Count Silver Standard/Queen Pillowcase for Sleeping, Soft, Silky Sateen Weave Bed Pillow Cover, Extra Long Staple Pillowcases\", \"asin\": \"B0BHX2TVXS\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock (more on the way).\"},\n {\"title\": \"DEZENE Patchwork Throw Pillow Covers Set of 2 Striped Soft Corduroy Square Decorative Couch Pillow Cases Boho Accent Farmhouse Home Decor for Bed Sofa Living Room, White, 20x20-Inch\", \"asin\": \"B0DCB7H83Z\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Waterproof Pillow Protectors Zippered (2 Pack, White) King Size, Zippered Pillowcases, Bed Bug Proof Pillow Encasement Covers 20 x 38 Inches\", \"asin\": \"B01JLPDM5E\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure for Kids, 20x36 inches, White\", \"asin\": \"B086BT6BLX\", \"price\": \"$9.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Shams - 2 Pack Brushed Microfiber 20x26 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Inches Oxford Pillowcases, White\", \"asin\": \"B072LPPLGF\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18x18 Throw Pillow Covers Set of 2, Decorative Faux Fur Covers for Bed, Couch Soft Fluffy Pillow Cover with Velvet Back for Living Room, Neutral Home D\\u00e9cor Accent for Sofa - Dark Gray\", \"asin\": \"B0DR65Q335\", \"price\": \"$13.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"THREAD SPREAD 100% Egyptian Cotton Pillow Shams Set of 2 Standard/Queen Size with Envelope Closure - 1000 Thread Count Sateen Weave Pillow Sham, Silky Soft, Cooling Pillow Sham (Dark Grey)\", \"asin\": \"B0763KZ671\", \"price\": \"$11.24\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, Beige, 20x30 Inches\", \"asin\": \"B08616PS69\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Trendy Home 12x20 Throw Pillow Insert (Pack of 2, White), Bed and Couch Pillows Stuffer Hypoallergenic, Lumbar Support Decorative Home Outdoor Pillow Filler (Non Woven, 2 Pack)\", \"asin\": \"B07JP1JT93\", \"price\": \"$14.52\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure, 20x40 inches, White\", \"asin\": \"B0BV6D3THN\", \"price\": \"$9.34\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:47.709Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:52:47.709Z	click	page_related	rule	2025-04-08T22:52:47.709Z	train	248	2025-04-08T22:52:47.709Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Pack of 2 White, Down Alternative Pillow Inserts for Decorative Pillow Covers, Throw Pillows for Bed, Couch Pillows for Living Room (Pack of 2)", "asin": "B0C3T7JF9Z", "price": "$11.04", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Shredded Memory Foam Pillows, Bed Pillows for Sleeping, Queen Size Pillows, Cooling Pillow, Stomach and Back Sleepers with Removable Washable Pillowcase (Queen1)", "asin": "B0DLF86LD1", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "FLXXIE Microfiber Pillow Cases Queen Size Set of 2, Soft Pillowcases with Envelope Closure, Wrinkle Resistant Pillow Covers, 20x30, Black", "asin": "B07MQQPVDF", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "White Classic Pillow Cases Queen Size Set of 2-20 x 30 Ultra-Soft Queen Pillow Protectors with Zipper, 200 Thread Count, Envelope Closure", "asin": "B0CXQVM9SH", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "EIUE Throw Pillow Inserts, Machine Washable Pillows,Premium Polyester Fiber Fill for Sofa Bed & Decorative Cushions (White, 18x18inch)", "asin": "B0DPYZR6MQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NEATERIZE Premium Velvet Pillow Covers 24x24 Black - Washable Decorative Fabric Throw Pillow Covers for Couch or Bed - Set of 2", "asin": "B0C7LMFT3S", "price": "$9.96", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Aisbo King Size Pillow Cases Set of 2 - White King Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x36 inches", "asin": "B0BRSDWDD3", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey", "asin": "B07H2X6X3R", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Set of 2 Standard/Queen AllerEase Pillow Protectors - Moisture Wicking, Advanced Allergy Protection - Premium Polyester, Zippered Protectors", "asin": "B07J6BDLFW", "price": "$11.82", "delivery": "FREE delivery Apr 17 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - 18"}, {"title": "decorUhome Faux Fur Spring Throw Pillow Covers 18x18 Set of 2, Decorative Soft Plush Striped Couch Pillow Covers with Velvet Back for Sofa, Bed, Living Room, Cream White", "asin": "B0D1YCNL1G", "price": "$9.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Aqua", "asin": "B0CST2JFSZ", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 7 left in stock - order soon."}, {"title": "Casa Platino Standard Pillow Cases Set of 2 - Pre-Washed Soft & Breathable Pillowcases - Brushed Microfiber Pillow Covers - Easy Care - Standard Size Pillow Cases Set of 2-20x30 Inches, Navy", "asin": "B0CKM55QLT", "price": "$8.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon."}, {"title": "Bedsure White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed", "asin": "B0CW9SJKNR", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\"x26\" Standard Size, Grey)", "asin": "B087JL4BCP", "price": "$5.43", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "ARTALL 4-Pieces King Size Sheet Set, Soft Microfiber All-Season Bed Sheets Includes 2 Pillowcases, 1 Flat Sheet, 1 Fitted Sheet, Half Floral and Half Geometry Print Design, Red", "asin": "B0DCNX9Y2F", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Toddler Pillow (White, 2 Pack), 13x18 Pillows for Sleeping, Soft and Breathable Cotton Blend Shell, Small Kids Pillow Perfect for Toddler Bed and Travel (Intended for Age 2 and up)", "asin": "B07P8NXQF4", "price": "$14.49", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bare Home Microfiber Pillow Cases - Standard/Queen Size Set of 2 - Cooling Pillowcases - Double Brushed - Lavender Pillowcases 2 Pack - Easy Care (Standard Pillowcase Set of 2, Lavender)", "asin": "B01FGB5C00", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Blue Boho Pillow Covers 18x18 Set of 2,Boho Pillow Covers Decorative Linen Couch Pillows Covers for Bed Sofa Room Farmhouse Throw Pillow Covers", "asin": "B0DJLPYF97", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Carressa Linen 100% Egyptian Cotton Pillow Cases Set of 2-600 Thread Count Silver Standard/Queen Pillowcase for Sleeping, Soft, Silky Sateen Weave Bed Pillow Cover, Extra Long Staple Pillowcases", "asin": "B0BHX2TVXS", "price": "$13.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock (more on the way)."}, {"title": "DEZENE Patchwork Throw Pillow Covers Set of 2 Striped Soft Corduroy Square Decorative Couch Pillow Cases Boho Accent Farmhouse Home Decor for Bed Sofa Living Room, White, 20x20-Inch", "asin": "B0DCB7H83Z", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Waterproof Pillow Protectors Zippered (2 Pack, White) King Size, Zippered Pillowcases, Bed Bug Proof Pillow Encasement Covers 20 x 38 Inches", "asin": "B01JLPDM5E", "price": "$11.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure for Kids, 20x36 inches, White", "asin": "B086BT6BLX", "price": "$9.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY Standard Pillow Shams - 2 Pack Brushed Microfiber 20x26 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Inches Oxford Pillowcases, White", "asin": "B072LPPLGF", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "18x18 Throw Pillow Covers Set of 2, Decorative Faux Fur Covers for Bed, Couch Soft Fluffy Pillow Cover with Velvet Back for Living Room, Neutral Home D\u00e9cor Accent for Sofa - Dark Gray", "asin": "B0DR65Q335", "price": "$13.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "THREAD SPREAD 100% Egyptian Cotton Pillow Shams Set of 2 Standard/Queen Size with Envelope Closure - 1000 Thread Count Sateen Weave Pillow Sham, Silky Soft, Cooling Pillow Sham (Dark Grey)", "asin": "B0763KZ671", "price": "$11.24", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, Beige, 20x30 Inches", "asin": "B08616PS69", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Trendy Home 12x20 Throw Pillow Insert (Pack of 2, White), Bed and Couch Pillows Stuffer Hypoallergenic, Lumbar Support Decorative Home Outdoor Pillow Filler (Non Woven, 2 Pack)", "asin": "B07JP1JT93", "price": "$14.52", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure, 20x40 inches, White", "asin": "B0BV6D3THN", "price": "$9.34", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:52:47.709Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 248, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": 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Washable Decorative Fabric Throw Pillow Covers for Couch or Bed - Set of 2\", \"asin\": \"B0C7LMFT3S\", \"price\": \"$9.96\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Aisbo King Size Pillow Cases Set of 2 - White King Pillowcase 2 Pack with Envelope Closure, Soft Brushed Microfiber Bed Pillow Case Cover, 20x36 inches\", \"asin\": \"B0BRSDWDD3\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x36 Inches, Dark Grey\", \"asin\": \"B07H2X6X3R\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Set of 2 Standard/Queen AllerEase Pillow Protectors - Moisture Wicking, Advanced Allergy Protection - Premium Polyester, Zippered Protectors\", \"asin\": \"B07J6BDLFW\", \"price\": \"$11.82\", \"delivery\": \"FREE delivery Apr 17 - 20 on $35 of items shipped by Amazon Or fastest delivery Apr 17 - 18\"},\n {\"title\": \"decorUhome Faux Fur Spring Throw Pillow Covers 18x18 Set of 2, Decorative Soft Plush Striped Couch Pillow Covers with Velvet Back for Sofa, Bed, Living Room, Cream White\", \"asin\": \"B0D1YCNL1G\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Aqua\", \"asin\": \"B0CST2JFSZ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Casa Platino Standard Pillow Cases Set of 2 - Pre-Washed Soft & Breathable Pillowcases - Brushed Microfiber Pillow Covers - Easy Care - Standard Size Pillow Cases Set of 2-20x30 Inches, Navy\", \"asin\": \"B0CKM55QLT\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Bedsure White Throw Pillow Covers 18x18 Set of 2, Soft Decorative Fluffy Striped Sofa Pillow Covers, Home Decor for Living Room Couch Bed\", \"asin\": \"B0CW9SJKNR\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\\\"x26\\\" Standard Size, Grey)\", \"asin\": \"B087JL4BCP\", \"price\": \"$5.43\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"ARTALL 4-Pieces King Size Sheet Set, Soft Microfiber All-Season Bed Sheets Includes 2 Pillowcases, 1 Flat Sheet, 1 Fitted Sheet, Half Floral and Half Geometry Print Design, Red\", \"asin\": \"B0DCNX9Y2F\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Toddler Pillow (White, 2 Pack), 13x18 Pillows for Sleeping, Soft and Breathable Cotton Blend Shell, Small Kids Pillow Perfect for Toddler Bed and Travel (Intended for Age 2 and up)\", \"asin\": \"B07P8NXQF4\", \"price\": \"$14.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bare Home Microfiber Pillow Cases - Standard/Queen Size Set of 2 - Cooling Pillowcases - Double Brushed - Lavender Pillowcases 2 Pack - Easy Care (Standard Pillowcase Set of 2, Lavender)\", \"asin\": \"B01FGB5C00\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Blue Boho Pillow Covers 18x18 Set of 2,Boho Pillow Covers Decorative Linen Couch Pillows Covers for Bed Sofa Room Farmhouse Throw Pillow Covers\", \"asin\": \"B0DJLPYF97\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Carressa Linen 100% Egyptian Cotton Pillow Cases Set of 2-600 Thread Count Silver Standard/Queen Pillowcase for Sleeping, Soft, Silky Sateen Weave Bed Pillow Cover, Extra Long Staple Pillowcases\", \"asin\": \"B0BHX2TVXS\", \"price\": \"$13.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock (more on the way).\"},\n {\"title\": \"DEZENE Patchwork Throw Pillow Covers Set of 2 Striped Soft Corduroy Square Decorative Couch Pillow Cases Boho Accent Farmhouse Home Decor for Bed Sofa Living Room, White, 20x20-Inch\", \"asin\": \"B0DCB7H83Z\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Waterproof Pillow Protectors Zippered (2 Pack, White) King Size, Zippered Pillowcases, Bed Bug Proof Pillow Encasement Covers 20 x 38 Inches\", \"asin\": \"B01JLPDM5E\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure for Kids, 20x36 inches, White\", \"asin\": \"B086BT6BLX\", \"price\": \"$9.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Shams - 2 Pack Brushed Microfiber 20x26 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x26 Inches Oxford Pillowcases, White\", \"asin\": \"B072LPPLGF\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"18x18 Throw Pillow Covers Set of 2, Decorative Faux Fur Covers for Bed, Couch Soft Fluffy Pillow Cover with Velvet Back for Living Room, Neutral Home D\\u00e9cor Accent for Sofa - Dark Gray\", \"asin\": \"B0DR65Q335\", \"price\": \"$13.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"THREAD SPREAD 100% Egyptian Cotton Pillow Shams Set of 2 Standard/Queen Size with Envelope Closure - 1000 Thread Count Sateen Weave Pillow Sham, Silky Soft, Cooling Pillow Sham (Dark Grey)\", \"asin\": \"B0763KZ671\", \"price\": \"$11.24\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Pillow Case for Sleeping Women with Envelope Closure, Gifts for Women Men, Beige, 20x30 Inches\", \"asin\": \"B08616PS69\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Trendy Home 12x20 Throw Pillow Insert (Pack of 2, White), Bed and Couch Pillows Stuffer Hypoallergenic, Lumbar Support Decorative Home Outdoor Pillow Filler (Non Woven, 2 Pack)\", \"asin\": \"B07JP1JT93\", \"price\": \"$14.52\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDSUM Microfiber King Pillowcases Set of 2, Soft Wrinkle Resistant and Easy Care Pillow Cases with Envelope Closure, 20x40 inches, White\", \"asin\": \"B0BV6D3THN\", \"price\": \"$9.34\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:47.709Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", 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400 Thread Count, 100% Cotton Sateen, Set of 2 Pillow Covers, Breathable, Cooling, Soft for Quality Sleep - Bright White\", \"asin\": \"B0758C9NPB\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Queen Pillowcase Set - 4 Pack Brushed Microfiber 20x30 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x30 Inches, White\", \"asin\": \"B06Y2JFKBG\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino King Size Pillow Cases Set of 2 - Pre-Washed Ultra Soft & Breathable Pillowcases - Brushed Microfiber Pillow Covers - Easy Care - King Pillow Cases Set - 20x40 Inches, French Blue\", \"asin\": \"B0CKM3G9KH\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Apr 18 - 22 on $35 of items shipped by Amazon Or fastest delivery Fri, Apr 18\"},\n {\"title\": \"JELLYMONI 2 Pack White Pillowcases Standard Size, Soft Microfiber Striped Tufted Pillow Covers with Envelope Closure (Pillows are not Included)\", \"asin\": \"B0CBLXG9JC\", \"price\": \"$9.96\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Set of 2 Standard/Queen AllerEase Pillow Protectors - Temperature Balancing, Allergist Recommended - Premium Breathable, Zippered Protectors\", \"asin\": \"B07J9LVVFX\", \"price\": \"$12.81\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Black and White Striped Throw Pillow Covers 20x20 Inches Set of 2, Abstract Art Boho Line Decorative Pillow Case Square Cushion Covers for Sofa Bed Couch Living Room\", \"asin\": \"B0DQNXNTQ2\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Nestl Soft Pillow Shams Set of 2 - Double Brushed Microfiber Pillow Covers - Hotel Style Premium Bed Pillow Cases, with 1.5\\u201d Decorative Flange, King 20\\\"x36\\\" - Gray\", \"asin\": \"B07MVMMX1T\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows Insert Set of 2, with 100% Cotton Cover, Bed and Couch - Indoor Hotel Decorative Pillows, 14x14 in White Pillows Inserts\", \"asin\": \"B0CQ4GK9RK\", \"price\": \"$14.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"decorUhome Spring Couch Throw Pillow Covers 18x18 Set of 2, Decorative Soft Chenille Pillow Covers with Elegant Design for Sofa Bed Living Room Home Decor, Beige\", \"asin\": \"B0DJNHRDHQ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Khaki Pillowcase Set - King Size (20 x 36 inches) Bed Pillow Cover - Brushed Microfiber, Wrinkle, Fade & Stain Resistant - Hidden Zipper Closure Pillow Case Set of 2\", \"asin\": \"B0D4J8PNH1\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Mayfair Linen European Square Pillow Shams Set of 2 White 600 Thread Count 100% Egyptian Cotton Pack of 2 Queen Size White Pillow Shams Cushion Cover, Cases Super Soft Decorative\", \"asin\": \"B07589S63W\", \"price\": \"$10.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"California Design Den Standard Queen Size Pillowcase Set - 400 Thread Count, 100% Cotton Sateen, Set of 2 Pillow Covers, Breathable, Cooling, Soft for Quality Sleep - Bright White\", \"asin\": \"B0758C9NPB\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics Lightweight Super Soft Breathable Microfiber 3-Piece Bedding Bed Sheets Set with 14-Inch Deep Pockets, Wrinkle Resistant, Easy Care, Twin, Black, Solid\", \"asin\": \"B014I8B3LE\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Mayfair Linen 100% Cotton Pillowcases Standard/Queen Size Set of 2-500 Thread Count White Cotton Pillowcases, Ultra Soft Cooling Sateen Weave Pillow Cases for Sleeping, Set of 2 Pillow Covers\", \"asin\": \"B01NANM6PN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"decorUhome Throw Pillow Covers 18x18 Inch Set of 2, Soft Plush Faux Wool White Couch Pillow Covers, Spring Solid Dyed Accent Pillow Cases for Sofa Bed Living Room Home Decor\", \"asin\": \"B09J22Q6RJ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bare Home Premium 1800 Ultra-Soft Microfiber Pillowcase Set - Double Brushed - Hypoallergenic - Wrinkle Resistant (Standard Pillowcase Set of 2, Black)\", \"asin\": \"B019J57L6W\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Cooling Pillow Case for Hot Sleepers with Envelope Closure, Gifts for Women Men, Silver Grey, 20x30 Inches\", \"asin\": \"B0725WFLMB\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"NTBAY Egyptian Cotton Queen Pillowcases - Set of 2, 500 Thread Count Cotton Pillowcases - Soft and Breathable Envelope Closure Pillow Cases - 20x30 Pillow Covers for Bed, White\", \"asin\": \"B07ZCPRPYN\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:53.579Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:52:53.579Z	click	cart_side_bar	rule	2025-04-08T22:52:53.579Z	train	249	2025-04-08T22:52:53.579Z	click	cart_side_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "bed pillow set of 2" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "price": "$34.99", "quantity": "1"}, {"title": "MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch", "asin": "B083LMRXJC", "price": "$8.54", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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400 Thread Count, 100% Cotton Sateen, Set of 2 Pillow Covers, Breathable, Cooling, Soft for Quality Sleep - Bright White", "asin": "B0758C9NPB", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Amazon Basics Lightweight Super Soft Breathable Microfiber 3-Piece Bedding Bed Sheets Set with 14-Inch Deep Pockets, Wrinkle Resistant, Easy Care, Twin, Black, Solid", "asin": "B014I8B3LE", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Mayfair Linen 100% Cotton Pillowcases Standard/Queen Size Set of 2-500 Thread Count White Cotton Pillowcases, Ultra Soft Cooling Sateen Weave Pillow Cases for Sleeping, Set of 2 Pillow Covers", "asin": "B01NANM6PN", "price": "$12.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "decorUhome Throw Pillow Covers 18x18 Inch Set of 2, Soft Plush Faux Wool White Couch Pillow Covers, Spring Solid Dyed Accent Pillow Cases for Sofa Bed Living Room Home Decor", "asin": "B09J22Q6RJ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bare Home Premium 1800 Ultra-Soft Microfiber Pillowcase Set - Double Brushed - Hypoallergenic - Wrinkle Resistant (Standard Pillowcase Set of 2, Black)", "asin": "B019J57L6W", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Cooling Pillow Case for Hot Sleepers with Envelope Closure, Gifts for Women Men, Silver Grey, 20x30 Inches", "asin": "B0725WFLMB", "price": "$6.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "NTBAY Egyptian Cotton Queen Pillowcases - Set of 2, 500 Thread Count Cotton Pillowcases - Soft and Breathable Envelope Closure Pillow Cases - 20x30 Pillow Covers for Bed, White", "asin": "B07ZCPRPYN", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:52:53.579Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "index": 249, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"bed pillow set of 2\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"price\": \"$34.99\", \"quantity\": \"1\"},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"price\": \"$8.54\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"ads\": [\n {\n \"title\": \"NTBAY Queen Pillowcase Set - 4 Pack Brushed Microfiber 20x30 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, Dark Grey Pillowcases with Envelope Closure - 20x30 Inches, Dark Grey\",\n \"asin\": \"B06Y2RZRNG\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Queen Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfy Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - Queen Size Light Grey\", \"asin\": \"B06XC77RF7\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Pillow Cases Set of 2, 2 Pack Brushed Microfiber 20x26 Pillow Cases, Soft, Wrinkle, Fade, Stain Resistant White Pillow Cases with Envelope Closure, 20x26 Inches, White\", \"asin\": \"B0CBJRB4MR\", \"price\": \"$7.69\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Queen Pillow Shams - 2 Pack Brushed Microfiber 20x30 Sham Covers - Super Soft and Cozy, Wrinkle, Fade, Stain Resistant 20x30 Inches Oxford Pillowcases, White\", \"asin\": \"B07H4DM9GK\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Standard Cotton Pillowcases - Envelope Closure 20x26 Pillowcases Set of 2, Breathable and Soft Bed Pillow Cases, Navy Blue\", \"asin\": \"B0CSSLD7YZ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Luxury Queen Size Pillow Case (20 x 30 Inch) - 2 Piece Set, 100 Percent Egyptian Cotton 600 Thread Count, White Plain Color\", \"asin\": \"B076CFQH4G\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Cotton Pillow Protectors/Cases Queen Size with Zipper 2 Pack Black Color,Cooling & Breathable Bed Pillow Protectors Set of 2 Pillow Cases Cover (Queen Size 20\\\" x 30\\\")\", \"asin\": \"B0BB9LLPK9\", \"price\": \"$14.52\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"FLXXIE Microfiber Queen Pillow Shams Set of 2, Fade, Wrinkle and Shrinkage Resistant Soft Pillow Covers with Envelope Closure Euro Sham Covers (White, 20x30 Inches)\", \"asin\": \"B07Y1C1NVN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Warmstar Cotton Pillow Cases Standard Size Set of 2, 600 Thread Count Pillowcases 20x26 Inches, Soft Long Staple Cotton Pillowcases Breathable with Envelope Closure,White\", \"asin\": \"B09PN38Z7L\", \"price\": \"$10.36\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Topfinel Olive Green Decorative Throw Pillow Covers Set of 2 18x18 Inches for Couch Bed Sofa, Boho Aesthetic Home Decor, Soft Corduroy Striped Patchwork Windmill Textured Cushion Cases 45x45 cm\", \"asin\": \"B0CQ3X5DRW\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcase for Hair and Skin - Beige Zipper Pillow Cases Queen Size Set of 2, Similar to Silk Pillow Cases, Silky & Super Soft, Gifts for Women Men, 20x30 Inches\", \"asin\": \"B0BWMSYBV7\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"EDOW Throw Pillow Inserts, Set of 2 Lightweight Down Alternative Polyester Pillow, Couch Cushion, Sham Stuffer, Machine Washable. (White, 12x20)\", \"asin\": \"B07VFNJL3S\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pallene Fall Soft Faux Fur Throw Pillow Covers 20x20 Set of 2 - Plush Wool Decorative Couch Pillow Covers for Sofa Bed Living Room - with 3D Diamond Pattern - Orange\", \"asin\": \"B0CZLFJB2V\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 2 left in stock - order soon.\"},\n {\"title\": \"EHEYCIGA Satin Pillow Cases Standard Size Set of 2, Soft Pillowcases for Hair and Skin Similar to Silk, Black Pillowcases 2 Pack with Envelope Closure, 20X26 Inches\", \"asin\": \"B08T9K4SXM\", \"price\": \"$5.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"decorUhome Spring Throw Pillow Covers 18x18 Inch Set of 2, Soft Plush Faux Fur Wool Cream White Couch Pillow Covers, Decorative Pillow Cases for Bed Sofa Living Room Home Decor\", \"asin\": \"B0CGZRVT29\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"decorUhome Christmas Couch Throw Pillow Covers 18x18 Set of 2, Decorative Soft Chenille Solid Dyed Pillow Covers for Sofa Bed Living Room, White\", \"asin\": \"B0D66M9TBT\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"California Design Den Standard Queen Size Pillowcase Set - 400 Thread Count, 100% Cotton Sateen, Set of 2 Pillow Covers, Breathable, Cooling, Soft for Quality Sleep - Bright White\", \"asin\": \"B0758C9NPB\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"NTBAY Queen Pillowcase Set - 4 Pack Brushed Microfiber 20x30 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x30 Inches, White\", \"asin\": \"B06Y2JFKBG\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Casa Platino King Size Pillow Cases Set of 2 - Pre-Washed Ultra Soft & Breathable Pillowcases - Brushed Microfiber Pillow Covers - Easy Care - King Pillow Cases Set - 20x40 Inches, French Blue\", \"asin\": \"B0CKM3G9KH\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Apr 18 - 22 on $35 of items shipped by Amazon Or fastest delivery Fri, Apr 18\"},\n {\"title\": \"JELLYMONI 2 Pack White Pillowcases Standard Size, Soft Microfiber Striped Tufted Pillow Covers with Envelope Closure (Pillows are not Included)\", \"asin\": \"B0CBLXG9JC\", \"price\": \"$9.96\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Set of 2 Standard/Queen AllerEase Pillow Protectors - Temperature Balancing, Allergist Recommended - Premium Breathable, Zippered Protectors\", \"asin\": \"B07J9LVVFX\", \"price\": \"$12.81\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Black and White Striped Throw Pillow Covers 20x20 Inches Set of 2, Abstract Art Boho Line Decorative Pillow Case Square Cushion Covers for Sofa Bed Couch Living Room\", \"asin\": \"B0DQNXNTQ2\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Nestl Soft Pillow Shams Set of 2 - Double Brushed Microfiber Pillow Covers - Hotel Style Premium Bed Pillow Cases, with 1.5\\u201d Decorative Flange, King 20\\\"x36\\\" - Gray\", \"asin\": \"B07MVMMX1T\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows Insert Set of 2, with 100% Cotton Cover, Bed and Couch - Indoor Hotel Decorative Pillows, 14x14 in White Pillows Inserts\", \"asin\": \"B0CQ4GK9RK\", \"price\": \"$14.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"decorUhome Spring Couch Throw Pillow Covers 18x18 Set of 2, Decorative Soft Chenille Pillow Covers with Elegant Design for Sofa Bed Living Room Home Decor, Beige\", \"asin\": \"B0DJNHRDHQ\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Khaki Pillowcase Set - King Size (20 x 36 inches) Bed Pillow Cover - Brushed Microfiber, Wrinkle, Fade & Stain Resistant - Hidden Zipper Closure Pillow Case Set of 2\", \"asin\": \"B0D4J8PNH1\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Mayfair Linen European Square Pillow Shams Set of 2 White 600 Thread Count 100% Egyptian Cotton Pack of 2 Queen Size White Pillow Shams Cushion Cover, Cases Super Soft Decorative\", \"asin\": \"B07589S63W\", \"price\": \"$10.39\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"California Design Den Standard Queen Size Pillowcase Set - 400 Thread Count, 100% Cotton Sateen, Set of 2 Pillow Covers, Breathable, Cooling, Soft for Quality Sleep - Bright White\", \"asin\": \"B0758C9NPB\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Amazon Basics Lightweight Super Soft Breathable Microfiber 3-Piece Bedding Bed Sheets Set with 14-Inch Deep Pockets, Wrinkle Resistant, Easy Care, Twin, Black, Solid\", \"asin\": \"B014I8B3LE\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Mayfair Linen 100% Cotton Pillowcases Standard/Queen Size Set of 2-500 Thread Count White Cotton Pillowcases, Ultra Soft Cooling Sateen Weave Pillow Cases for Sleeping, Set of 2 Pillow Covers\", \"asin\": \"B01NANM6PN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"decorUhome Throw Pillow Covers 18x18 Inch Set of 2, Soft Plush Faux Wool White Couch Pillow Covers, Spring Solid Dyed Accent Pillow Cases for Sofa Bed Living Room Home Decor\", \"asin\": \"B09J22Q6RJ\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bare Home Premium 1800 Ultra-Soft Microfiber Pillowcase Set - Double Brushed - Hypoallergenic - Wrinkle Resistant (Standard Pillowcase Set of 2, Black)\", \"asin\": \"B019J57L6W\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Satin Pillowcases, Similar to Silk Pillow Cases Queen Size Set of 2, Cooling Pillow Case for Hot Sleepers with Envelope Closure, Gifts for Women Men, Silver Grey, 20x30 Inches\", \"asin\": \"B0725WFLMB\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"NTBAY Egyptian Cotton Queen Pillowcases - Set of 2, 500 Thread Count Cotton Pillowcases - Soft and Breathable Envelope Closure Pillow Cases - 20x30 Pillow Covers for Bed, White\", \"asin\": \"B07ZCPRPYN\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:52:53.579Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Organic Pomegranate Juice Powder, 1 Pound \| 100% Natural Fruit Powder \| Freeze Dried & Cold Pressed \| No Sugar & Additives \| Great Flavor for Drinks, Smoothie, & Beverages \| Non-GMO & Vegan Friendly\", \"asin\": \"B01HN63W4Y\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Garden of Life Organics Men's Gummy Vitamins - Berry - Certified Organic, Non-GMO, Vegan, Kosher Complete Multi - Methyl B12, C & D3 - Gluten, Soy & Dairy Free, 120 Real Fruit Chew Gummies\", \"asin\": \"B06XRY19HW\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Vitamin D3 K2 with Coconut Oil \| Plant Based Vitamin K2 MK7 + Vegan D3 5000iu \| Vegan Certified, Soy & Gluten Free - 60 Count Softgels\", \"asin\": \"B07255MPRN\", \"price\": \"$23.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:53:11.818Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:53:11.818Z	click	quantity	rule	2025-04-08T22:53:11.818Z	train	250	2025-04-08T22:53:11.818Z	click	quantity	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:53:11.818Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "index": 250, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": 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\"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:53:11.818Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:53:35.645Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:53:35.645Z	click	quantity	rule	2025-04-08T22:53:35.645Z	train	251	2025-04-08T22:53:35.645Z	click	quantity	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:53:35.645Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "index": 251, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Organic Pomegranate Juice Powder, 1 Pound \| 100% Natural Fruit Powder \| Freeze Dried & Cold Pressed \| No Sugar & Additives \| Great Flavor for Drinks, Smoothie, & Beverages \| Non-GMO & Vegan Friendly\", \"asin\": \"B01HN63W4Y\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Garden of Life Organics Men's Gummy Vitamins - Berry - Certified Organic, Non-GMO, Vegan, Kosher Complete Multi - Methyl B12, C & D3 - Gluten, Soy & Dairy Free, 120 Real Fruit Chew Gummies\", \"asin\": \"B06XRY19HW\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Vitamin D3 K2 with Coconut Oil \| Plant Based Vitamin K2 MK7 + Vegan D3 5000iu \| Vegan Certified, Soy & Gluten Free - 60 Count Softgels\", \"asin\": \"B07255MPRN\", \"price\": \"$23.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"MIULEE Throw Pillow Insert Premium Pillow Stuffer Sham Rectangle for Decorative Cushion Bed Couch Sofa 12x20 Inch\", \"asin\": \"B083LMRXJC\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Item Package Quantity\": \"1\"}, {\"Size\": \"12x20 Inch\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:53:35.645Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"Comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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White Comforter, Boho Tufted Shabby Chic Bedding Comforter Set, 3 Pieces Vintage Farmhouse Bed Set for All Seasons, Fluffy Soft Bedding Set with 2 Pillow Shams\", \"asin\": \"B0BC1F9B6V\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Queen Comforter Set Grey, 3 Pieces Lightweight All Season Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket, (90x90In Comforter & 2 Pillowcases),Gray\", \"asin\": \"B0DLLDVJ4N\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"All Season Down Alternative Quilted Twin Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)\", \"asin\": \"B07N7SJT7K\", \"price\": \"$19.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Comforter Set, Reversible Grey Soft Prewashed Bedding for All Seasons, 3 Pieces Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLPNM2B\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Feather Comforter Queen Size, Filled with Feather and Downfiber, All Season White Luxury Hotel Fluffy Bed Comforter, Ultra Soft 100% Cotton Duvet Insert, 90x90 Inch\", \"asin\": \"B0CDGW5NRB\", \"price\": \"$54.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B08P4SLD52\", \"price\": \"$24.88\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\\\"x90\\\") & 2 Pillow Shams, NO Comforter\", \"asin\": \"B08CXJCX3H\", \"price\": \"$16.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pink Comforter Set Queen 3PCS\\uff081 Ruffled Blush Comforter Set and 2 Pillowcases\\uff09 Vintage Shabby Chic Bedding Soft Fluffy Comforter Set All Season\", \"asin\": \"B09JG9NXML\", \"price\": \"$28.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Size Cooling Comforter - Down Alternative Duvet Insert with Anti-Clump Tech & 8 Tabs, All-Season Reversible Luxury Hotel Bedding - Gifts for Women/Men, White 90x102 inches\", \"asin\": \"B07C5PHY7V\", \"price\": \"$55.90\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Duvet Cover Twin/Twin XL Size Set - Extra Soft Twin/Twin XL Size Duvet Cover 68 x 90 with 1 Pillow Shams - Hotel Luxury and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV4KGTKD\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Twin Comforter Set Pre-Washed \\u2013 Soft & Cozy Brushed Microfiber Twin Size Comforter Set - Fade Resistant Twin Comforter Set for Boys- Twin Duvet Insert -Ticking Stripe Silver\", \"asin\": \"B0CKM5JMXR\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Gray Comforter Set Queen, 3pcs(1 Boho Light Grey Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt\", \"asin\": \"B0CF4718QJ\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:09.122Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:55:09.122Z	click_product	B0B49MZLDB	rule	2025-04-08T22:55:09.122Z	train	252	2025-04-08T22:55:09.122Z	click_product	B0B49MZLDB	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "Comforter" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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3 Pieces Seersucker Lightweight Bedding Comforter Sets (1 Soft Fluffy Comforter & 2 Pillowcases) - All Seasons Cozy Modern Bed Sets", "asin": "B0CLRZRFK1", "price": "$25.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "B08YXKR996", "price": "$29.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Comforter Set Dark Grey - Bed in a Bag Queen Size 7 Pieces, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams", "asin": "B08CRJYM55", "price": "$32.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Comforter Blanket Twin/Twin XL, Reversible Lightweight Microfiber All Season Blanket, Navy/Sky Blue", "asin": "B00Q7OEZFY", "price": "$20.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Fleece Queen Comforter Set -Super Soft & Warm Fluffy Cream White Bedding, Luxury Fuzzy Heavy Bed Set for Winter with 2 Pillow Cases", "asin": "B0B7JRZ6LX", "price": "$38.73", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Queen Comforter Set - White Comforter, Boho Tufted Shabby Chic Bedding Comforter Set, 3 Pieces Vintage Farmhouse Bed Set for All Seasons, Fluffy Soft Bedding Set with 2 Pillow Shams", "asin": "B0BC1F9B6V", "price": "$37.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Queen Comforter Set Grey, 3 Pieces Lightweight All Season Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket, (90x90In Comforter & 2 Pillowcases),Gray", "asin": "B0DLLDVJ4N", "price": "$17.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "All Season Down Alternative Quilted Twin Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)", "asin": "B07N7SJT7K", "price": "$19.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Queen Size Comforter Set, Reversible Grey Soft Prewashed Bedding for All Seasons, 3 Pieces Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLPNM2B", "price": "$27.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Feather Comforter Queen Size, Filled with Feather and Downfiber, All Season White Luxury Hotel Fluffy Bed Comforter, Ultra Soft 100% Cotton Duvet Insert, 90x90 Inch", "asin": "B0CDGW5NRB", "price": "$54.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams", "asin": "B08P4SLD52", "price": "$24.88", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\"x90\") & 2 Pillow Shams, NO Comforter", "asin": "B08CXJCX3H", "price": "$16.14", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pink Comforter Set Queen 3PCS\uff081 Ruffled Blush Comforter Set and 2 Pillowcases\uff09 Vintage Shabby Chic Bedding Soft Fluffy Comforter Set All Season", "asin": "B09JG9NXML", "price": "$28.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "King Size Cooling Comforter - Down Alternative Duvet Insert with Anti-Clump Tech & 8 Tabs, All-Season Reversible Luxury Hotel Bedding - Gifts for Women/Men, White 90x102 inches", "asin": "B07C5PHY7V", "price": "$55.90", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter"}, {"title": "Duvet Cover Twin/Twin XL Size Set - Extra Soft Twin/Twin XL Size Duvet Cover 68 x 90 with 1 Pillow Shams - Hotel Luxury and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)", "asin": "B0CV4KGTKD", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Twin Comforter Set Pre-Washed \u2013 Soft & Cozy Brushed Microfiber Twin Size Comforter Set - Fade Resistant Twin Comforter Set for Boys- Twin Duvet Insert -Ticking Stripe Silver", "asin": "B0CKM5JMXR", "price": "$29.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Gray Comforter Set Queen, 3pcs(1 Boho Light Grey Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt", "asin": "B0CF4718QJ", "price": "$36.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:55:09.122Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0B49MZLDB</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B0B49MZLDB</answer_argument>", "index": 252, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"Comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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White Comforter, Boho Tufted Shabby Chic Bedding Comforter Set, 3 Pieces Vintage Farmhouse Bed Set for All Seasons, Fluffy Soft Bedding Set with 2 Pillow Shams\", \"asin\": \"B0BC1F9B6V\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Queen Comforter Set Grey, 3 Pieces Lightweight All Season Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket, (90x90In Comforter & 2 Pillowcases),Gray\", \"asin\": \"B0DLLDVJ4N\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"All Season Down Alternative Quilted Twin Comforter, Duvet Insert with Corner Tabs, Machine Washable, Bed Comforter (White)\", \"asin\": \"B07N7SJT7K\", \"price\": \"$19.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Queen Size Comforter Set, Reversible Grey Soft Prewashed Bedding for All Seasons, 3 Pieces Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLPNM2B\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Feather Comforter Queen Size, Filled with Feather and Downfiber, All Season White Luxury Hotel Fluffy Bed Comforter, Ultra Soft 100% Cotton Duvet Insert, 90x90 Inch\", \"asin\": \"B0CDGW5NRB\", \"price\": \"$54.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"B08P4SLD52\", \"price\": \"$24.88\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"White Duvet Cover Queen Size - Soft Double Brushed Bedding Set for Kids & Adults, Zipper Closure, 3 Pieces, Includes 1 Duvet Cover (90\\\"x90\\\") & 2 Pillow Shams, NO Comforter\", \"asin\": \"B08CXJCX3H\", \"price\": \"$16.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pink Comforter Set Queen 3PCS\\uff081 Ruffled Blush Comforter Set and 2 Pillowcases\\uff09 Vintage Shabby Chic Bedding Soft Fluffy Comforter Set All Season\", \"asin\": \"B09JG9NXML\", \"price\": \"$28.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"King Size Cooling Comforter - Down Alternative Duvet Insert with Anti-Clump Tech & 8 Tabs, All-Season Reversible Luxury Hotel Bedding - Gifts for Women/Men, White 90x102 inches\", \"asin\": \"B07C5PHY7V\", \"price\": \"$55.90\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 Arrives before Easter\"},\n {\"title\": \"Duvet Cover Twin/Twin XL Size Set - Extra Soft Twin/Twin XL Size Duvet Cover 68 x 90 with 1 Pillow Shams - Hotel Luxury and Fade Free w/ Zipper Closures & Ties - Comfy Breathable Bedding Set (White)\", \"asin\": \"B0CV4KGTKD\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Twin Comforter Set Pre-Washed \\u2013 Soft & Cozy Brushed Microfiber Twin Size Comforter Set - Fade Resistant Twin Comforter Set for Boys- Twin Duvet Insert -Ticking Stripe Silver\", \"asin\": \"B0CKM5JMXR\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Gray Comforter Set Queen, 3pcs(1 Boho Light Grey Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt\", \"asin\": \"B0CF4718QJ\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:09.122Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"Comforter\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. 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Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:16.577Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:55:16.577Z	click	product_option	rule	2025-04-08T22:55:16.577Z	train	253	2025-04-08T22:55:16.577Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0C27JYSJP", "price": "$30.39"}, {"title": "Basic Beyond\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding", "asin": "B0CSYVHZZV", "price": "$25.99"}, {"title": "weigelia\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:55:16.577Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 253, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0B49MZLDB\"\n},\n {\n \"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$22.99\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure queen comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Full\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure King Size Quilt Bedding Set - Soft Ultrasonic King Bedspread - White Coverlet Quilted Bedding - Lightweight Comforter Set for All Seasons (Includes 2 Pillow Shams)\", \"asin\": \"c557c1b8\", \"price\": \"$27.19\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Striped Boho Duvet Cover Queen Size - Shabby Chic Tufted Boho Bedding Set, 3 Pieces Shabby Chic Home Bedding for All Seasons, Includes 1 Queen Duvet Cover & 2 Pillowcases (Pumpkin, 90\\\" x 90\\\")\", \"asin\": \"e8e85257\", \"price\": \"$18.14\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Waffle Comforter Set Queen, Soft and Breathable Coconut White Bedding Comforter Set, 3 Pieces, 1 Waffle Weave Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"/promo/A22G67HR3HA5XH\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Duvet Cover with Fitted Sheet - Soft Double Brushed Bedding Set with Zipper Closure, 6 Pieces, Includes 1 Duvet Cover, 1 Fitted Sheet, 2 Pillow Shams, 2 Pillowcases, NO Comforter, White\", \"asin\": \"07144d30\", \"price\": \"$31.25\", \"quantity\": \"\"},\n {\"title\": \"Bedsure California King Comforter Set - 7 Pieces Reversible Grey Bedding, California King Size Bed Set for All Seasons, Bed in a Bag with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"b3df17c9\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Boho Duvet Cover Queen Size - Boho Bedding, Tufted Queen Duvet Cover for All Seasons, 3 Pieces Embroidery Shabby Chic Home Bedding,Comforter Not Included (White, 90\\\" x 90\\\")\", \"asin\": \"98c55944\", \"price\": \"$29.69\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA White Queen Comforter Set, 3pcs(1 Boho White Comforter & 2 Pillowcases) All Season Soft Bedding Lightweight Bedspread Blanket Quilt\", \"asin\": \"B09B14DN1N\", \"price\": \"$29.77\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set Beige - Bed in a Bag Queen Size 7 Pieces, Luxury Soft Bed Set for All Seasons, Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"B0BY9CB5KH\", \"price\": \"$43.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"B0BBLP5GLC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"HYMOKEGE Queen Comforter Set Seersucker 7 Pieces, All Season Luxury Bed in a Bag for Bedroom, Bedding Set with Comforters, Sheets, Pillowcases & Shams, Dark Grey\", \"asin\": \"B0BNJDPSF7\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforters Queen Size - Duvet Insert Contrast GentleSoft\\u2122 Down Alternative Comforter Quilted All Season Duvet with 8 Tabs, Machine Washable, Gifts for Women, White, Queen 88 x 88 Inches\", \"asin\": \"B0CTGD5XLM\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:16.577Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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What You Can Get: This Bedsure full comforter set for includes 1 comforter (82\\\" x 86\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 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Ligtweight Soft Solid All Season Queen Comforter Bed Set - Boho Aesthetic Bedding Set for Men and Women\", \"asin\": \"B0CG8PTFLQ\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"MUXHOMO 7 Pieces Full Comforter Set, Soft Bed in a Bag Full Size, All Season Bedding Set with Comforter, Flat Sheet, Fitted Sheet, Pillowcases & Shams, Beige\", \"asin\": \"B0DM63Z2BK\", \"price\": \"$39.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Full Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Full Size Comforter (82\\\"x86\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$31.34\"},\n {\"title\": \"Bedsure\\u00a0Full Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLN7NSV\", \"price\": \"$30.39\"},\n {\"title\": \"JOKOLO\\u00a0Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Beige\", \"asin\": \"B0DNJF3QZG\", \"price\": \"$21.99\"},\n {\"title\": \"ROSGONIA\\u00a0Comforter Full Size for Girls Boys Teens Beige, 3pcs (1 Boho Comforter & 2 Pillowcases), Lightweight Dorm Bedding Soft All Season Bed Set\", \"asin\": \"B0CL6CPYVW\", \"price\": \"$36.99\"},\n {\"title\": \"Bedsure\\u00a0Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27MPLTK\", \"price\": \"$33.24\"},\n {\"title\": \"ETDIFFE\\u00a0Beige Comforter Set Full Size, 3 Piece Aesthetic Modern Bedding Set - Soft & Lightweight All Season Microfiber Down Alternative Bed Comforter with 2 Pillow Shams\", \"asin\": \"B0BQM5TD7B\", \"price\": \"$60.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:22.749Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:55:22.749Z	click	product_option	rule	2025-04-08T22:55:22.749Z	train	254	2025-04-08T22:55:22.749Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "Comforter" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure full comforter set for includes 1 comforter (82\" x 86\") and 2 pillow shams (20\" x 26\" + 2\")" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "Queen" }, { "Color": "05 - Beige" } ], "promotion_items": [ {"title": "Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "13ba808a", "price": "$28.49", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "77b7226a", "price": "$30.39", "quantity": ""}, {"title": "Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket", "asin": "/promo/AD3TTLBS2JOMG", "price": "$33.99", "quantity": ""}, {"title": "ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "/promo/A12CWCTAJ7FFCT", "price": "$29.99", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - 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4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0C27MPLTK", "price": "$33.24"}, {"title": "ETDIFFE\u00a0Beige Comforter Set Full Size, 3 Piece Aesthetic Modern Bedding Set - Soft & Lightweight All Season Microfiber Down Alternative Bed Comforter with 2 Pillow Shams", "asin": "B0BQM5TD7B", "price": "$60.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:55:22.749Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 254, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0BQR972P2\"\n},\n {\n \"title\": \"Bedsure Full Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Full Size Comforter (82\\\"x86\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\"\n},\n {\n \"price\": \"$31.34\"\n},\n {\n \"bullet_list\": \"Extra Soft: With Bedsure's unique brushing technique, this Bedsure full comforter delivers an incredible softness that is satisfyingly comfortable on skin. Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure full comforter set for includes 1 comforter (82\\\" x 86\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Comforter Duvet Insert - Quilted Comforters Queen Size, All Season Duvet, GentleSoft\\u2122 Down Alternative Bedding, with 8 Tabs, Gifts for Women/Men, White, Queen 88 x 88 Inches\", \"asin\": \"B07YKLSMFM\", \"price\": \"$20.67\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Beige Comforter Set Full Size, 3 Pieces Solid Breathable Quilted Style Bedding Sets, Luxury Fluffy Soft Microfiber Comforter for All Season(1 Comforter & 2 Pillowcases)\", \"asin\": \"B0CF17FTKS\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"weigelia Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Litanika Comforter Full Size Set Sage Green, 3 Pieces Lightweight Bed Comforter Full, Solid Bedding Comforters Sets, Soft All Season Down Alternative Comforter Quilt Blanket\", \"asin\": \"B0BBLTPNZ4\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"weigelia Beige Comforter Queen Size 3PCS Bed Comforter with 2 Pillowcases - Ligtweight Soft Solid All Season Queen Comforter Bed Set - Boho Aesthetic Bedding Set for Men and Women\", \"asin\": \"B0CG8PTFLQ\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"MUXHOMO 7 Pieces Full Comforter Set, Soft Bed in a Bag Full Size, All Season Bedding Set with Comforter, Flat Sheet, Fitted Sheet, Pillowcases & Shams, Beige\", \"asin\": \"B0DM63Z2BK\", \"price\": \"$39.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Full Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Full Size Comforter (82\\\"x86\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$31.34\"},\n {\"title\": \"Bedsure\\u00a0Full Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (82\\\"x86\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLN7NSV\", \"price\": \"$30.39\"},\n {\"title\": \"JOKOLO\\u00a0Full Size Comforter Set - 3 Pieces, 1 Reversible Lightweight Comforter and 2 Pillowcases,Soft Quilt Blanket Warm Fluffy Cooling Bedding for All Season,Beige\", \"asin\": \"B0DNJF3QZG\", \"price\": \"$21.99\"},\n {\"title\": \"ROSGONIA\\u00a0Comforter Full Size for Girls Boys Teens Beige, 3pcs (1 Boho Comforter & 2 Pillowcases), Lightweight Dorm Bedding Soft All Season Bed Set\", \"asin\": \"B0CL6CPYVW\", \"price\": \"$36.99\"},\n {\"title\": \"Bedsure\\u00a0Full Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27MPLTK\", \"price\": \"$33.24\"},\n {\"title\": \"ETDIFFE\\u00a0Beige Comforter Set Full Size, 3 Piece Aesthetic Modern Bedding Set - Soft & Lightweight All Season Microfiber Down Alternative Bed Comforter with 2 Pillow Shams\", \"asin\": \"B0BQM5TD7B\", \"price\": \"$60.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:22.749Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:49.649Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:55:49.649Z	input	20"x26"	rule	2025-04-08T22:55:49.649Z	train	255	2025-04-08T22:55:49.649Z	input	20"x26"	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": 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Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:55:49.649Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>20\"x26\"</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>20\"x26\"</answer_argument>", "index": 255, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Organic Pomegranate Juice Powder, 1 Pound \| 100% Natural Fruit Powder \| Freeze Dried & Cold Pressed \| No Sugar & Additives \| Great Flavor for Drinks, Smoothie, & Beverages \| Non-GMO & Vegan Friendly\", \"asin\": \"B01HN63W4Y\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Garden of Life Organics Men's Gummy Vitamins - Berry - Certified Organic, Non-GMO, Vegan, Kosher Complete Multi - Methyl B12, C & D3 - Gluten, Soy & Dairy Free, 120 Real Fruit Chew Gummies\", \"asin\": \"B06XRY19HW\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Vitamin D3 K2 with Coconut Oil \| Plant Based Vitamin K2 MK7 + Vegan D3 5000iu \| Vegan Certified, Soy & Gluten Free - 60 Count Softgels\", \"asin\": \"B07255MPRN\", \"price\": \"$23.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:49.649Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20\\\"x26\\\"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Zen Spirit Maca Root Powder Organic - Peruvian Root Premium Grade Superfood (Raw) - USDA & Vegan Certified - 1 Bag (8oz) - Perfect for Breakfast, Smoothies, Baking & Ice Cream.\", \"asin\": \"B076YBFS5S\", \"price\": \"$15.73\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Organic Pomegranate Juice Powder, 1 Pound \| 100% Natural Fruit Powder \| Freeze Dried & Cold Pressed \| No Sugar & Additives \| Great Flavor for Drinks, Smoothie, & Beverages \| Non-GMO & Vegan Friendly\", \"asin\": \"B01HN63W4Y\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Garden of Life Organics Men's Gummy Vitamins - Berry - Certified Organic, Non-GMO, Vegan, Kosher Complete Multi - Methyl B12, C & D3 - Gluten, Soy & Dairy Free, 120 Real Fruit Chew Gummies\", \"asin\": \"B06XRY19HW\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Vitamin D3 K2 with Coconut Oil \| Plant Based Vitamin K2 MK7 + Vegan D3 5000iu \| Vegan Certified, Soy & Gluten Free - 60 Count Softgels\", \"asin\": \"B07255MPRN\", \"price\": \"$23.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:49.661Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:55:49.661Z	click	suggested_term	rule	2025-04-08T22:55:49.661Z	train	256	2025-04-08T22:55:49.661Z	click	suggested_term	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} 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30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:55:49.661Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>", "index": 256, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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\"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:55:49.661Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"1\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pill...\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:01.311Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:01.311Z	click	quantity	rule	2025-04-08T22:57:01.311Z	train	257	2025-04-08T22:57:01.311Z	click	quantity	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "20 x26 pillow 2 pack" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "1" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:01.311Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "index": 257, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"1\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pill...\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"7a378cfe\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Vorouhals Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size Cooling Pillows Set of 2 for Back, Stomach or Side Sleepers, Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CHJDDBLJ\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:01.311Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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Finished with precision stitching and reinforced seams, these pillows offer a perfect balance of plush softness and firm support. Whether enhancing your own bedding or adding a welcoming touch to a guest room, these pillows bring a luxurious experience to every night Luxury Hotel Comfort: Our queen size cooling pillows, thoughtfully designed with elegant embossed Texture and expert craftsmanship, capture the opulence of a high-end hotel pillow, providing a luxuriously soft experience. Bring the indulgent experience of a luxury hotel to your bedroom with these elegant pillows Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away Soft Yet Supportive: Our down-like puffy pillows are made of 40% soft 3D and 60% supportive 7D microfiber which create a balanced comfort as you lay down. The medium loft of queen pillows cushion your neck and shoulders, while the just-right firmness ensures them stay fluffy and supportive even after extended use. Perfect for both back, side and stomach sleepers Convenient Care: Designed with machine-washable materials, our pillows queen size set of 1 can go right into your washing machine and dryer, so you can keep them fresh and clean with minimal effort. NOTE: Please allow 24 hours for them to fluff up completely after releasing it from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these pillows are worth choice\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down ...\", \"asin\": \"B0DG2LCCST\", \"price\": \"$15.18\", \"quantity\": \"\"},\n {\"title\": \"Memory Foam Pillows Queen Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping...\", \"asin\": \"B0CYPZM5T5\", \"price\": \"$22.09\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": 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Finished with precision stitching and reinforced seams, these pillows offer a perfect balance of plush softness and firm support. Whether enhancing your own bedding or adding a welcoming touch to a guest room, these pillows bring a luxurious experience to every night Luxury Hotel Comfort: Our queen size cooling pillows, thoughtfully designed with elegant embossed Texture and expert craftsmanship, capture the opulence of a high-end hotel pillow, providing a luxuriously soft experience. Bring the indulgent experience of a luxury hotel to your bedroom with these elegant pillows Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away Soft Yet Supportive: Our down-like puffy pillows are made of 40% soft 3D and 60% supportive 7D microfiber which create a balanced comfort as you lay down. The medium loft of queen pillows cushion your neck and shoulders, while the just-right firmness ensures them stay fluffy and supportive even after extended use. Perfect for both back, side and stomach sleepers Convenient Care: Designed with machine-washable materials, our pillows queen size set of 1 can go right into your washing machine and dryer, so you can keep them fresh and clean with minimal effort. NOTE: Please allow 24 hours for them to fluff up completely after releasing it from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these pillows are worth choice" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Bed Pillows for Sleeping Standard Size 1 Pack\uff0cUltra Soft Fluffy \uff0cPremium Soft Down ...", "asin": "B0DG2LCCST", "price": "$15.18", "quantity": ""}, {"title": "Memory Foam Pillows Queen Size Set of 2\uff0cAdjustable Gusseted Bed Pillow for Sleeping...", "asin": "B0CYPZM5T5", "price": "$22.09", "quantity": ""}, {"title": "Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers", "asin": "B08V1277FB", "price": "$25.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)", "asin": "B0995PXD7X", "price": "$18.99", "quantity": ""}, {"title": "viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White", "asin": "B07PPCRVZ9", "price": "$37.99", "quantity": ""}, {"title": "Utopia Bedding 4 Pack Waterproof Pillow Protectors with Zipper Standard Size (White), Bed Bug and Dust Mite Proof Pillow case Covers, Moisture Wicking Pillow Encasements 20 x 26 Inches", "asin": "/promo/AH1QTHQZXET9Z", "price": "$12.99", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "3e0eaf85", "price": "$18.48", "quantity": ""}, {"title": "TECHTIC King Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 36 Inches", "asin": "B0CQNPTY5H", "price": "$20.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "23b02604", "price": "$18.89", "quantity": ""} ], "comparison_items": [ {"title": "JOLLYVOGUE\u00a0Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KMWVQ5", "price": "$14.99"}, {"title": "JOLLYVOGUE\u00a0Pillows King Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KMJ635", "price": "$22.99"}, {"title": "Favocama\u00a0Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99"}, {"title": "EDOW\u00a0Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable", "asin": "B07CSLRPKC", "price": "$13.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:05.232Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>", "index": 258, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KMWVQ5\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$14.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 1: Each order comes with expertly crafted bed pillows that redefine comfort. Finished with precision stitching and reinforced seams, these pillows offer a perfect balance of plush softness and firm support. Whether enhancing your own bedding or adding a welcoming touch to a guest room, these pillows bring a luxurious experience to every night Luxury Hotel Comfort: Our queen size cooling pillows, thoughtfully designed with elegant embossed Texture and expert craftsmanship, capture the opulence of a high-end hotel pillow, providing a luxuriously soft experience. Bring the indulgent experience of a luxury hotel to your bedroom with these elegant pillows Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away Soft Yet Supportive: Our down-like puffy pillows are made of 40% soft 3D and 60% supportive 7D microfiber which create a balanced comfort as you lay down. The medium loft of queen pillows cushion your neck and shoulders, while the just-right firmness ensures them stay fluffy and supportive even after extended use. Perfect for both back, side and stomach sleepers Convenient Care: Designed with machine-washable materials, our pillows queen size set of 1 can go right into your washing machine and dryer, so you can keep them fresh and clean with minimal effort. NOTE: Please allow 24 hours for them to fluff up completely after releasing it from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these pillows are worth choice\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping Standard Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down ...\", \"asin\": \"B0DG2LCCST\", \"price\": \"$15.18\", \"quantity\": \"\"},\n {\"title\": \"Memory Foam Pillows Queen Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping...\", \"asin\": \"B0CYPZM5T5\", \"price\": \"$22.09\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding 4 Pack Waterproof Pillow Protectors with Zipper Standard Size (White), Bed Bug and Dust Mite Proof Pillow case Covers, Moisture Wicking Pillow Encasements 20 x 26 Inches\", \"asin\": \"/promo/AH1QTHQZXET9Z\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"TECHTIC King Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 36 Inches\", \"asin\": \"B0CQNPTY5H\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"23b02604\", \"price\": \"$18.89\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 1, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMWVQ5\", \"price\": \"$14.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KMJ635\", \"price\": \"$22.99\"},\n {\"title\": \"Favocama\\u00a0Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\"},\n {\"title\": \"EDOW\\u00a0Luxury Soft Pillows for Sleeping, Fluffy Down Alternative Polyester Fiber Filled Pillow, Home&Hotel-Collection, Machine Washable\", \"asin\": \"B07CSLRPKC\", \"price\": \"$13.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:05.232Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (Pack of 2)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0Gold Goose Down Alternative Bed Pillow-Soft Pillow for Side Sleepers, Set of 2,Standard Size(20\\u00d726IN),Super Soft Fabric Cover,Perfect for Side, Back and Stomach Sleepers\", \"asin\": \"B0CR69HW3T\", \"price\": \"$17.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:08.680Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:08.680Z	click	review	rule	2025-04-08T22:57:08.680Z	train	259	2025-04-08T22:57:08.680Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "White" }, { "Size": "Standard (Pack of 2)" } ], "promotion_items": [ {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers", "asin": "B08V1277FB", "price": "$25.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\"x26\")", "asin": "B083DRWNY9", "price": "$21.99", "quantity": ""}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)", "asin": "B0BYYGZDJ6", "price": "$23.99", "quantity": ""}, {"title": "OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed", "asin": "B0CFR2VN98", "price": "$21.99", "quantity": ""}, {"title": "DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers", "asin": "3cbe8757", "price": "$29.99", "quantity": ""}, {"title": "Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #", "asin": "B0F1938XLX", "price": "$18.99", "quantity": ""}, {"title": "Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)", "asin": "B0F2T97XXJ", "price": "$22.99", "quantity": ""}, {"title": "Acanva Basic Bed Pillow Soft Rest Cushion Stuffer for Sleeping, Standard Size, White 4 Count", "asin": "B09JFH8Q4F", "price": "$40.59", "quantity": ""}, {"title": "Hicaly Pillow, Hicaly Ergonomic Pillow, The Ultimate Neck Suppor, Deep Sleep Comfort Goose Down Side Sleeper, Suitable for All Sleeping Positions (2 Pcs)", "asin": "B0F2T1FC2Z", "price": "$39.99", "quantity": ""}, {"title": "UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers", "asin": "/promo/A1V6YDMQBMNJI1", "price": "$32.99", "quantity": ""} ], "comparison_items": [ {"title": "TECHTIC\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches", "asin": "B0CQNQ55S5", "price": "$15.99"}, {"title": "MOLCLCUY\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows", "asin": "B0CM5DSNF3", "price": "$17.90"}, {"title": "Homemate\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "SARAH&EVELYN\u00a0Gold Goose Down Alternative Bed Pillow-Soft Pillow for Side Sleepers, Set of 2,Standard Size(20\u00d726IN),Super Soft Fabric Cover,Perfect for Side, Back and Stomach Sleepers", "asin": "B0CR69HW3T", "price": "$17.99"}, {"title": "JOLLYVOGUE\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:08.680Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 259, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0CQNQ55S5\"\n},\n {\n \"title\": \"TECHTIC Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\"\n},\n {\n \"price\": \"$15.99\"\n},\n {\n \"bullet_list\": \"Perfect Size: These 2 pack queen size pillows measure 20 x 26 inches( 48cm x 66cm)(approx). With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (Pack of 2)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Hotel Quality Premium Down Alternative for Sleeping Soft and Supportive Filling for Side, Back Sleepers (19\\\"x26\\\")\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, Hotel Collection, Cooling Hotel Quality, Bed Pillows for Side and Back Sleepers, Fluffy Pillows for Bed\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)\", \"asin\": \"B0F2T97XXJ\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Acanva Basic Bed Pillow Soft Rest Cushion Stuffer for Sleeping, Standard Size, White 4 Count\", \"asin\": \"B09JFH8Q4F\", \"price\": \"$40.59\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Pillow, Hicaly Ergonomic Pillow, The Ultimate Neck Suppor, Deep Sleep Comfort Goose Down Side Sleeper, Suitable for All Sleeping Positions (2 Pcs)\", \"asin\": \"B0F2T1FC2Z\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0Gold Goose Down Alternative Bed Pillow-Soft Pillow for Side Sleepers, Set of 2,Standard Size(20\\u00d726IN),Super Soft Fabric Cover,Perfect for Side, Back and Stomach Sleepers\", \"asin\": \"B0CR69HW3T\", \"price\": \"$17.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:08.680Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. 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Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:19.219Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:19.219Z	click	review	rule	2025-04-08T22:57:19.219Z	train	260	2025-04-08T22:57:19.219Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"}, {"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:19.219Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 260, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": 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Please leave 24 hours for the pillow to get to full thickness before using it.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (Pack of 2)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE \\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5168\\u6795 2 \\u4ef6\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795\\uff0c26x20 \\u82f1\\u5bf8\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah \\u7761\\u7720\\u6795\\u5934\\uff0c\\u8c6a\\u534e\\u6bdb\\u7ed2\\u67d4\\u8f6f\\u6795\\u5934\\uff0c\\u9002\\u7528\\u4e8e\\u5bb6\\u5ead\\u548c\\u9152\\u5e97\\uff0c\\u900f\\u6c14\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u6795\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u7761\\u7720\\u8005\\u7684\\u76ae\\u80a4\\u53cb\\u597d\\u578b\\u6795\\u5934\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE \\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795 2 \\u4ef6\\u88c5\\u5927\\u53f7\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u6795\\u5934\\uff0c\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u586b\\u5145\\u6795\\u5934\\uff0c20 x 30 \\u82f1\\u5bf8\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u6795\\u5934\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957 - \\u6807\\u51c6\\u5c3a\\u5bf8\\u5e8a\\u6795 2 \\u4ef6\\u88c5 \\u9152\\u5e97\\u54c1\\u8d28\\u4f18\\u8d28\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\uff0c\\u4e3a\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\u63d0\\u4f9b\\u67d4\\u8f6f\\u652f\\u6491\\u586b\\u5145\\u7269\\uff0819 \\u82f1\\u5bf8 x 26 \\u82f1\\u5bf8\\uff09\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE \\u6795\\u5934\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux \\u6795\\u5934\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u9152\\u5e97\\u54c1\\u8d28\\u7761\\u7720\\u7528\\u5e8a\\u6795 2 \\u4ef6\\u88c5\\uff0c\\u4fa7\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\\u9002\\u7528\\u7684\\u51c9\\u723d\\u6795\\u5934\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u5962\\u534e\\u67d4\\u8f6f\\u652f\\u6491\\u84ec\\u677e\\u6795\\u5934 (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED \\u7fbd\\u7ed2\\u66ff\\u4ee3\\u7761\\u7720\\u6795\\u5934\\uff0c\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u68c9\\u8d28\\u900f\\u6c14\\u6795\\u5957\\uff0c\\u9152\\u5e97\\u7cfb\\u5217\\uff0c\\u51c9\\u723d\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u6795\\u5934\\uff0c\\u67d4\\u8f6f\\u7684\\u5e8a\\u4e0a\\u6795\\u5934\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)\", \"asin\": \"B0F2T97XXJ\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Acanva \\u57fa\\u672c\\u6b3e\\u5e8a\\u6795\\u67d4\\u8f6f\\u4f11\\u606f\\u57ab\\uff0c\\u9002\\u5408\\u7761\\u7720\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0c\\u767d\\u8272\\uff0c4 \\u7247\\u88c5\", \"asin\": \"B09JFH8Q4F\", \"price\": \"40.59\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Hicaly \\u6795\\u5934\\uff0cHicaly \\u4eba\\u4f53\\u5de5\\u5b66\\u6795\\u5934\\uff0c\\u7ec8\\u6781\\u9888\\u90e8\\u652f\\u6491\\uff0c\\u6df1\\u5ea6\\u7761\\u7720\\u8212\\u9002\\u9e45\\u7ed2\\u4fa7\\u5367\\u6795\\u5934\\uff0c\\u9002\\u5408\\u6240\\u6709\\u7761\\u59ff\\uff082 \\u4ef6\\uff09\", \"asin\": \"B0F2T1FC2Z\", \"price\": \"39.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"UYWO \\u51b7\\u5374\\u8bb0\\u5fc6\\u6ce1\\u6cab\\u6795\\u5934\\uff0c\\u575a\\u56fa\\u67d4\\u8f6f\\uff0c\\u5927\\u53f7\\u53cc\\u4eba\\u5e8a\\uff0c\\u539f\\u88c5\\u53ef\\u8c03\\u8282\\u6795\\u5934\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u6216\\u4fef\\u5367\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"32.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:19.219Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. 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Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:22.168Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:22.168Z	click	review	rule	2025-04-08T22:57:22.168Z	train	261	2025-04-08T22:57:22.168Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"}, {"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:22.168Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 261, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": 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Please leave 24 hours for the pillow to get to full thickness before using it.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (Pack of 2)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE \\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5168\\u6795 2 \\u4ef6\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795\\uff0c26x20 \\u82f1\\u5bf8\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah \\u7761\\u7720\\u6795\\u5934\\uff0c\\u8c6a\\u534e\\u6bdb\\u7ed2\\u67d4\\u8f6f\\u6795\\u5934\\uff0c\\u9002\\u7528\\u4e8e\\u5bb6\\u5ead\\u548c\\u9152\\u5e97\\uff0c\\u900f\\u6c14\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u6795\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u7761\\u7720\\u8005\\u7684\\u76ae\\u80a4\\u53cb\\u597d\\u578b\\u6795\\u5934\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE \\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795 2 \\u4ef6\\u88c5\\u5927\\u53f7\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u6795\\u5934\\uff0c\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u586b\\u5145\\u6795\\u5934\\uff0c20 x 30 \\u82f1\\u5bf8\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u6795\\u5934\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957 - \\u6807\\u51c6\\u5c3a\\u5bf8\\u5e8a\\u6795 2 \\u4ef6\\u88c5 \\u9152\\u5e97\\u54c1\\u8d28\\u4f18\\u8d28\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\uff0c\\u4e3a\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\u63d0\\u4f9b\\u67d4\\u8f6f\\u652f\\u6491\\u586b\\u5145\\u7269\\uff0819 \\u82f1\\u5bf8 x 26 \\u82f1\\u5bf8\\uff09\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE \\u6795\\u5934\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux \\u6795\\u5934\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u9152\\u5e97\\u54c1\\u8d28\\u7761\\u7720\\u7528\\u5e8a\\u6795 2 \\u4ef6\\u88c5\\uff0c\\u4fa7\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\\u9002\\u7528\\u7684\\u51c9\\u723d\\u6795\\u5934\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u5962\\u534e\\u67d4\\u8f6f\\u652f\\u6491\\u84ec\\u677e\\u6795\\u5934 (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED \\u7fbd\\u7ed2\\u66ff\\u4ee3\\u7761\\u7720\\u6795\\u5934\\uff0c\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u68c9\\u8d28\\u900f\\u6c14\\u6795\\u5957\\uff0c\\u9152\\u5e97\\u7cfb\\u5217\\uff0c\\u51c9\\u723d\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u6795\\u5934\\uff0c\\u67d4\\u8f6f\\u7684\\u5e8a\\u4e0a\\u6795\\u5934\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)\", \"asin\": \"B0F2T97XXJ\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Acanva \\u57fa\\u672c\\u6b3e\\u5e8a\\u6795\\u67d4\\u8f6f\\u4f11\\u606f\\u57ab\\uff0c\\u9002\\u5408\\u7761\\u7720\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0c\\u767d\\u8272\\uff0c4 \\u7247\\u88c5\", \"asin\": \"B09JFH8Q4F\", \"price\": \"40.59\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Hicaly \\u6795\\u5934\\uff0cHicaly \\u4eba\\u4f53\\u5de5\\u5b66\\u6795\\u5934\\uff0c\\u7ec8\\u6781\\u9888\\u90e8\\u652f\\u6491\\uff0c\\u6df1\\u5ea6\\u7761\\u7720\\u8212\\u9002\\u9e45\\u7ed2\\u4fa7\\u5367\\u6795\\u5934\\uff0c\\u9002\\u5408\\u6240\\u6709\\u7761\\u59ff\\uff082 \\u4ef6\\uff09\", \"asin\": \"B0F2T1FC2Z\", \"price\": \"39.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"UYWO \\u51b7\\u5374\\u8bb0\\u5fc6\\u6ce1\\u6cab\\u6795\\u5934\\uff0c\\u575a\\u56fa\\u67d4\\u8f6f\\uff0c\\u5927\\u53f7\\u53cc\\u4eba\\u5e8a\\uff0c\\u539f\\u88c5\\u53ef\\u8c03\\u8282\\u6795\\u5934\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u6216\\u4fef\\u5367\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"32.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:22.168Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. 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Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:28.081Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:28.081Z	click	review	rule	2025-04-08T22:57:28.081Z	train	262	2025-04-08T22:57:28.081Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"}, {"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:28.081Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 262, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": 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Please leave 24 hours for the pillow to get to full thickness before using it.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (Pack of 2)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE \\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5168\\u6795 2 \\u4ef6\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795\\uff0c26x20 \\u82f1\\u5bf8\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah \\u7761\\u7720\\u6795\\u5934\\uff0c\\u8c6a\\u534e\\u6bdb\\u7ed2\\u67d4\\u8f6f\\u6795\\u5934\\uff0c\\u9002\\u7528\\u4e8e\\u5bb6\\u5ead\\u548c\\u9152\\u5e97\\uff0c\\u900f\\u6c14\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u6795\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u7761\\u7720\\u8005\\u7684\\u76ae\\u80a4\\u53cb\\u597d\\u578b\\u6795\\u5934\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE \\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795 2 \\u4ef6\\u88c5\\u5927\\u53f7\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u6795\\u5934\\uff0c\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u586b\\u5145\\u6795\\u5934\\uff0c20 x 30 \\u82f1\\u5bf8\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u6795\\u5934\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957 - \\u6807\\u51c6\\u5c3a\\u5bf8\\u5e8a\\u6795 2 \\u4ef6\\u88c5 \\u9152\\u5e97\\u54c1\\u8d28\\u4f18\\u8d28\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\uff0c\\u4e3a\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\u63d0\\u4f9b\\u67d4\\u8f6f\\u652f\\u6491\\u586b\\u5145\\u7269\\uff0819 \\u82f1\\u5bf8 x 26 \\u82f1\\u5bf8\\uff09\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE \\u6795\\u5934\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux \\u6795\\u5934\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u9152\\u5e97\\u54c1\\u8d28\\u7761\\u7720\\u7528\\u5e8a\\u6795 2 \\u4ef6\\u88c5\\uff0c\\u4fa7\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\\u9002\\u7528\\u7684\\u51c9\\u723d\\u6795\\u5934\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u5962\\u534e\\u67d4\\u8f6f\\u652f\\u6491\\u84ec\\u677e\\u6795\\u5934 (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED \\u7fbd\\u7ed2\\u66ff\\u4ee3\\u7761\\u7720\\u6795\\u5934\\uff0c\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u68c9\\u8d28\\u900f\\u6c14\\u6795\\u5957\\uff0c\\u9152\\u5e97\\u7cfb\\u5217\\uff0c\\u51c9\\u723d\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u6795\\u5934\\uff0c\\u67d4\\u8f6f\\u7684\\u5e8a\\u4e0a\\u6795\\u5934\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)\", \"asin\": \"B0F2T97XXJ\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Acanva \\u57fa\\u672c\\u6b3e\\u5e8a\\u6795\\u67d4\\u8f6f\\u4f11\\u606f\\u57ab\\uff0c\\u9002\\u5408\\u7761\\u7720\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0c\\u767d\\u8272\\uff0c4 \\u7247\\u88c5\", \"asin\": \"B09JFH8Q4F\", \"price\": \"40.59\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Hicaly \\u6795\\u5934\\uff0cHicaly \\u4eba\\u4f53\\u5de5\\u5b66\\u6795\\u5934\\uff0c\\u7ec8\\u6781\\u9888\\u90e8\\u652f\\u6491\\uff0c\\u6df1\\u5ea6\\u7761\\u7720\\u8212\\u9002\\u9e45\\u7ed2\\u4fa7\\u5367\\u6795\\u5934\\uff0c\\u9002\\u5408\\u6240\\u6709\\u7761\\u59ff\\uff082 \\u4ef6\\uff09\", \"asin\": \"B0F2T1FC2Z\", \"price\": \"39.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"UYWO \\u51b7\\u5374\\u8bb0\\u5fc6\\u6ce1\\u6cab\\u6795\\u5934\\uff0c\\u575a\\u56fa\\u67d4\\u8f6f\\uff0c\\u5927\\u53f7\\u53cc\\u4eba\\u5e8a\\uff0c\\u539f\\u88c5\\u53ef\\u8c03\\u8282\\u6795\\u5934\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u6216\\u4fef\\u5367\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"32.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:28.081Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. 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Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:29.324Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:29.324Z	click	review	rule	2025-04-08T22:57:29.324Z	train	263	2025-04-08T22:57:29.324Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"}, {"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:29.324Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 263, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": 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Please leave 24 hours for the pillow to get to full thickness before using it.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n},\n {\n \"Size\": \"Standard (Pack of 2)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE \\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5168\\u6795 2 \\u4ef6\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795\\uff0c26x20 \\u82f1\\u5bf8\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah \\u7761\\u7720\\u6795\\u5934\\uff0c\\u8c6a\\u534e\\u6bdb\\u7ed2\\u67d4\\u8f6f\\u6795\\u5934\\uff0c\\u9002\\u7528\\u4e8e\\u5bb6\\u5ead\\u548c\\u9152\\u5e97\\uff0c\\u900f\\u6c14\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u6795\\u5957\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u7761\\u7720\\u8005\\u7684\\u76ae\\u80a4\\u53cb\\u597d\\u578b\\u6795\\u5934\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE \\u9152\\u5e97\\u7cfb\\u5217\\u7761\\u7720\\u6795 2 \\u4ef6\\u88c5\\u5927\\u53f7\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u6795\\u5934\\uff0c\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u8d85\\u7ec6\\u7ea4\\u7ef4\\u586b\\u5145\\u6795\\u5934\\uff0c20 x 30 \\u82f1\\u5bf8\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure \\u6795\\u5934\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957 - \\u6807\\u51c6\\u5c3a\\u5bf8\\u5e8a\\u6795 2 \\u4ef6\\u88c5 \\u9152\\u5e97\\u54c1\\u8d28\\u4f18\\u8d28\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\uff0c\\u4e3a\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u8005\\u63d0\\u4f9b\\u67d4\\u8f6f\\u652f\\u6491\\u586b\\u5145\\u7269\\uff0819 \\u82f1\\u5bf8 x 26 \\u82f1\\u5bf8\\uff09\", \"asin\": \"B083DRWNY9\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE \\u6795\\u5934\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux \\u6795\\u5934\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u9152\\u5e97\\u54c1\\u8d28\\u7761\\u7720\\u7528\\u5e8a\\u6795 2 \\u4ef6\\u88c5\\uff0c\\u4fa7\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\\u9002\\u7528\\u7684\\u51c9\\u723d\\u6795\\u5934\\uff0c\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u54c1\\u5962\\u534e\\u67d4\\u8f6f\\u652f\\u6491\\u84ec\\u677e\\u6795\\u5934 (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"OFNEED \\u7fbd\\u7ed2\\u66ff\\u4ee3\\u7761\\u7720\\u6795\\u5934\\uff0c\\u7279\\u5927\\u53f7 2 \\u4ef6\\u5957\\uff0c\\u68c9\\u8d28\\u900f\\u6c14\\u6795\\u5957\\uff0c\\u9152\\u5e97\\u7cfb\\u5217\\uff0c\\u51c9\\u723d\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u4fa7\\u5367\\u548c\\u4ef0\\u5367\\u7761\\u7720\\u6795\\u5934\\uff0c\\u67d4\\u8f6f\\u7684\\u5e8a\\u4e0a\\u6795\\u5934\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)\", \"asin\": \"B0F2T97XXJ\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Acanva \\u57fa\\u672c\\u6b3e\\u5e8a\\u6795\\u67d4\\u8f6f\\u4f11\\u606f\\u57ab\\uff0c\\u9002\\u5408\\u7761\\u7720\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0c\\u767d\\u8272\\uff0c4 \\u7247\\u88c5\", \"asin\": \"B09JFH8Q4F\", \"price\": \"40.59\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Hicaly \\u6795\\u5934\\uff0cHicaly \\u4eba\\u4f53\\u5de5\\u5b66\\u6795\\u5934\\uff0c\\u7ec8\\u6781\\u9888\\u90e8\\u652f\\u6491\\uff0c\\u6df1\\u5ea6\\u7761\\u7720\\u8212\\u9002\\u9e45\\u7ed2\\u4fa7\\u5367\\u6795\\u5934\\uff0c\\u9002\\u5408\\u6240\\u6709\\u7761\\u59ff\\uff082 \\u4ef6\\uff09\", \"asin\": \"B0F2T1FC2Z\", \"price\": \"39.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"UYWO \\u51b7\\u5374\\u8bb0\\u5fc6\\u6ce1\\u6cab\\u6795\\u5934\\uff0c\\u575a\\u56fa\\u67d4\\u8f6f\\uff0c\\u5927\\u53f7\\u53cc\\u4eba\\u5e8a\\uff0c\\u539f\\u88c5\\u53ef\\u8c03\\u8282\\u6795\\u5934\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u6216\\u4fef\\u5367\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"32.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:29.324Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. 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Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:34.017Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:34.017Z	click	review	rule	2025-04-08T22:57:34.017Z	train	264	2025-04-08T22:57:34.017Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "SARAH&EVELYN\u00a0\u91d1\u9e45\u7ed2\u66ff\u4ee3\u5e8a\u6795 - \u9002\u5408\u4fa7\u5367\u8005\u7684\u67d4\u8f6f\u6795\u5934\uff0c2 \u4ef6\u5957\uff0c\u6807\u51c6\u5c3a\u5bf8\uff0820\u00d726 \u82f1\u5bf8\uff09\uff0c\u8d85\u67d4\u8f6f\u9762\u6599\u5957\uff0c\u975e\u5e38\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u8005", "asin": "B0CR69HW3T", "price": "17.99 \u7f8e\u5143"}, {"title": "JOLLYVOGUE\u00a0\u5e8a\u6795\u6807\u51c6\u5c3a\u5bf8 2 \u4ef6\u5957\uff0c\u51c9\u723d\u4e14\u6709\u652f\u6491\u529b\u7684\u5e8a\u6795\uff0c\u91c7\u7528\u8d85\u67d4\u8f6f\u7fbd\u7ed2\u66ff\u4ee3\u586b\u5145\u7269\uff0c\u5962\u534e\u84ec\u677e\u9152\u5e97\u54c1\u8d28\uff0c\u9002\u5408\u4fa7\u5367\u3001\u4ef0\u5367\u548c\u4fef\u5367\u7761\u7720\u8005", "asin": "B0D8KNW7NM", "price": "17.99 \u7f8e\u5143"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:34.017Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 264, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": 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With their soft, fluffy feel and premium quality construction you are sure to enjoy the experience of hotel-like luxury at your own home. Excellent Supportive Comfort: Filled with 50% Hollow fiber and 50% gel fiber, these bed pillows provide a great balance of softness and firmness and help to reduce neck pain and shoulder stiffness. Breathable Cooling Cover: The cooling pillows' cover are made with premium quality cotton, providing a smooth, breathable and skin-friendly surface. Helps you wake up feeling refreshed instead of sweaty. No Shift Construction: These cooling bed pillows with the plush bounce-back design will give you great support no matter you're side sleepers, stomach sleepers or back sleepers. Easy Clean & Care: Our queen size beding pillows are machine washable with tumble dry low. The bed pillows come vacuum-sealed for shipping, once opened it will start to fluff up. 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Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Feather Pillows, Bed Pillow Standard Size, Washable Pillow Core Soft and Comfortable, Breathable Supportive Pillows for Sleeping 29.13 X 18.89 in Clearance #\", \"asin\": \"B0F1938XLX\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Hicaly Ergonomic Pillow, Hicaly Pillow, Deep Sleep Comfort Goose Down Side Sleeper for Neck Support, for All Sleeping Positions (Blue)\", \"asin\": \"B0F2T97XXJ\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Acanva \\u57fa\\u672c\\u6b3e\\u5e8a\\u6795\\u67d4\\u8f6f\\u4f11\\u606f\\u57ab\\uff0c\\u9002\\u5408\\u7761\\u7720\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0c\\u767d\\u8272\\uff0c4 \\u7247\\u88c5\", \"asin\": \"B09JFH8Q4F\", \"price\": \"40.59\\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Hicaly \\u6795\\u5934\\uff0cHicaly \\u4eba\\u4f53\\u5de5\\u5b66\\u6795\\u5934\\uff0c\\u7ec8\\u6781\\u9888\\u90e8\\u652f\\u6491\\uff0c\\u6df1\\u5ea6\\u7761\\u7720\\u8212\\u9002\\u9e45\\u7ed2\\u4fa7\\u5367\\u6795\\u5934\\uff0c\\u9002\\u5408\\u6240\\u6709\\u7761\\u59ff\\uff082 \\u4ef6\\uff09\", \"asin\": \"B0F2T1FC2Z\", \"price\": \"39.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"UYWO \\u51b7\\u5374\\u8bb0\\u5fc6\\u6ce1\\u6cab\\u6795\\u5934\\uff0c\\u575a\\u56fa\\u67d4\\u8f6f\\uff0c\\u5927\\u53f7\\u53cc\\u4eba\\u5e8a\\uff0c\\u539f\\u88c5\\u53ef\\u8c03\\u8282\\u6795\\u5934\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u6216\\u4fef\\u5367\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"32.99 \\u7f8e\\u5143\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"23b02604\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Queen Mattress 12 inch Hybrid Mattress Queen Size - Individual Pocket Box Spring Memory Foam Mattress in a Box for Bed - Medium Firm Feel Back Support Mattress for Pressure Relief with CertiPUR-US\", \"asin\": \"/promo/ANRNXKAZW91DV\", \"price\": \"$184.99\", \"quantity\": \"\"},\n {\"title\": \"WISHSMILE Cooling Pillows Queen Size Set of 2, Memory Foam Pillows with Zipper, Adjustable Firmness for Sleeping Cool Cold Pillow to Hot, Side, Back and Stomach Sleepers, 2 Pack, 20x30\", \"asin\": \"B0B4VMX98T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillow Cases Standard Size Set of 2 - Dark Grey Polyester Microfiber Pillowcases, Super Soft and Cozy Pillowcase, Pillow Case Covers with Envelop Closure, 20x26 Inches\", \"asin\": \"B07W1YBPZV\", \"price\": \"$6.99\", \"quantity\": \"\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"/promo/AFFRY3B7O6NO7\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"TECHTIC\\u00a0Stand Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 26 Inches\", \"asin\": \"B0CQNQ55S5\", \"price\": \"$15.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Homemate\\u00a0Bed Pillows for Sleeping - Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White\", \"asin\": \"B0CR68QDQR\", \"price\": \"$23.99\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"SARAH&EVELYN\\u00a0\\u91d1\\u9e45\\u7ed2\\u66ff\\u4ee3\\u5e8a\\u6795 - \\u9002\\u5408\\u4fa7\\u5367\\u8005\\u7684\\u67d4\\u8f6f\\u6795\\u5934\\uff0c2 \\u4ef6\\u5957\\uff0c\\u6807\\u51c6\\u5c3a\\u5bf8\\uff0820\\u00d726 \\u82f1\\u5bf8\\uff09\\uff0c\\u8d85\\u67d4\\u8f6f\\u9762\\u6599\\u5957\\uff0c\\u975e\\u5e38\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u8005\", \"asin\": \"B0CR69HW3T\", \"price\": \"17.99 \\u7f8e\\u5143\"},\n {\"title\": \"JOLLYVOGUE\\u00a0\\u5e8a\\u6795\\u6807\\u51c6\\u5c3a\\u5bf8 2 \\u4ef6\\u5957\\uff0c\\u51c9\\u723d\\u4e14\\u6709\\u652f\\u6491\\u529b\\u7684\\u5e8a\\u6795\\uff0c\\u91c7\\u7528\\u8d85\\u67d4\\u8f6f\\u7fbd\\u7ed2\\u66ff\\u4ee3\\u586b\\u5145\\u7269\\uff0c\\u5962\\u534e\\u84ec\\u677e\\u9152\\u5e97\\u54c1\\u8d28\\uff0c\\u9002\\u5408\\u4fa7\\u5367\\u3001\\u4ef0\\u5367\\u548c\\u4fef\\u5367\\u7761\\u7720\\u8005\", \"asin\": \"B0D8KNW7NM\", \"price\": \"17.99 \\u7f8e\\u5143\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:34.017Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:56.459Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:56.459Z	click	other	rule	2025-04-08T22:57:56.459Z	train	265	2025-04-08T22:57:56.459Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "quantity": ""}, {"title": "JSWF Bed Pillows for Sleeping Queen Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs", "asin": "B0D95G2SN1", "price": "$20.78", "quantity": ""}, {"title": "Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:56.459Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 265, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - Fluffy Hotel Quality Bed Pillows with Diamond Quilted Design, Gusseted Supportive Down Alternative Filling for Back, Stomach, Side Sleepers, Machine Washable\", \"asin\": \"B0CD2HJRGM\", \"price\": \"$20.24\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding 4 Pack Waterproof Pillow Protectors with Zipper Standard Size (White), Bed Bug and Dust Mite Proof Pillow case Covers, Moisture Wicking Pillow Encasements 20 x 26 Inches\", \"asin\": \"/promo/AH1QTHQZXET9Z\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"TECHTIC King Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 36 Inches\", \"asin\": \"B0CQNPTY5H\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"23b02604\", \"price\": \"$18.89\", \"quantity\": \"\"},\n {\"title\": \"Opposy Bed Pillows for Sleeping 2 Pack Medium Firm, Queen Size Set of 2, Cooling Pillows Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers\\uff08Pack of 2\\uff09\", \"asin\": \"/promo/A1UAD2D7GV4DXD\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:56.459Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:57.569Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:57.569Z	click	other	rule	2025-04-08T22:57:57.569Z	train	266	2025-04-08T22:57:57.569Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "quantity": ""}, {"title": "JSWF Bed Pillows for Sleeping Queen Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs", "asin": "B0D95G2SN1", "price": "$20.78", "quantity": ""}, {"title": "Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:57.569Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 266, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - Fluffy Hotel Quality Bed Pillows with Diamond Quilted Design, Gusseted Supportive Down Alternative Filling for Back, Stomach, Side Sleepers, Machine Washable\", \"asin\": \"B0CD2HJRGM\", \"price\": \"$20.24\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding 4 Pack Waterproof Pillow Protectors with Zipper Standard Size (White), Bed Bug and Dust Mite Proof Pillow case Covers, Moisture Wicking Pillow Encasements 20 x 26 Inches\", \"asin\": \"/promo/AH1QTHQZXET9Z\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"TECHTIC King Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 36 Inches\", \"asin\": \"B0CQNPTY5H\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"23b02604\", \"price\": \"$18.89\", \"quantity\": \"\"},\n {\"title\": \"Opposy Bed Pillows for Sleeping 2 Pack Medium Firm, Queen Size Set of 2, Cooling Pillows Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers\\uff08Pack of 2\\uff09\", \"asin\": \"/promo/A1UAD2D7GV4DXD\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:57.569Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:58.054Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:58.054Z	click	other	rule	2025-04-08T22:57:58.054Z	train	267	2025-04-08T22:57:58.054Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "quantity": ""}, {"title": "JSWF Bed Pillows for Sleeping Queen Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs", "asin": "B0D95G2SN1", "price": "$20.78", "quantity": ""}, {"title": "Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:58.054Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 267, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - Fluffy Hotel Quality Bed Pillows with Diamond Quilted Design, Gusseted Supportive Down Alternative Filling for Back, Stomach, Side Sleepers, Machine Washable\", \"asin\": \"B0CD2HJRGM\", \"price\": \"$20.24\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding 4 Pack Waterproof Pillow Protectors with Zipper Standard Size (White), Bed Bug and Dust Mite Proof Pillow case Covers, Moisture Wicking Pillow Encasements 20 x 26 Inches\", \"asin\": \"/promo/AH1QTHQZXET9Z\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"TECHTIC King Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 36 Inches\", \"asin\": \"B0CQNPTY5H\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"23b02604\", \"price\": \"$18.89\", \"quantity\": \"\"},\n {\"title\": \"Opposy Bed Pillows for Sleeping 2 Pack Medium Firm, Queen Size Set of 2, Cooling Pillows Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers\\uff08Pack of 2\\uff09\", \"asin\": \"/promo/A1UAD2D7GV4DXD\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:58.054Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:59.308Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:57:59.308Z	click	other	rule	2025-04-08T22:57:59.308Z	train	268	2025-04-08T22:57:59.308Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Item Package Quantity": "2" }, { "Size": "Queen" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom", "asin": "B0DK7321NX", "price": "$17.99", "quantity": ""}, {"title": "JSWF Bed Pillows for Sleeping Queen Size 2 Packs\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs", "asin": "B0D95G2SN1", "price": "$20.78", "quantity": ""}, {"title": "Bedsure Queen Pillows Set of 2 - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:57:59.308Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 268, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0D8KLNGKS\"\n},\n {\n \"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Pillows Queen Size Set of 2: Each order comes with 2 expertly crafted bed pillows. These pillows for bed are precision stitched and have reinforced seams for the perfect balance of softness and support for a luxurious experience every night Soft Yet Supportive: Our down-like pillows blend 40% soft 3D and 60% supportive 7D down alternative for balanced comfort. The medium loft cushions your neck and shoulders, staying fluffy and supportive. Perfect for back, side, and stomach sleepers Luxury Hotel Comfort: Our queen size cooling pillows, designed with elegant embossed textures and expert craftsmanship, offer the luxury of high-end hotel pillows. Enjoy a indulgent experience and bring the elegance of a luxury hotel into your bedroom Convenient Care: Made with machine-washable down alternative, our queen size pillow set of 2 is easy to clean\\u2014just toss them in the washer and dryer. Note: Allow 24 hours for full fluffing after removing from the vacuum-sealed package Queen Size Pillows: The generous queen size makes these queen pillows an ideal fit for most beds, providing ample space for a comfortable sleep; Whether you're upgrading your bedding or outfitting a guest room, these bed pillows are worth choice Safe & Sound: Approved by OEKO-TEX, our sleeping pillows are encased in reliable safe and skin-friendly fabric which you can use without worries. And the smooth and breathable cover completes the cloud-like coziness for you to snooze the night away\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Item Package Quantity\": \"2\"\n},\n {\n \"Size\": \"Queen\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Favocama Bed Pillows Queen Size Set of 2 Hotel Collection Bed Pillow for Sleeping Queen Pillows 2 Pack for Back, Stomach or Side Sleepers Soft and Supportive Washable Pillows for Bedroom\", \"asin\": \"B0DK7321NX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JSWF Bed Pillows for Sleeping Queen Size 2 Packs\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alternative Fill Set of 2 for Back,Zipper Opening Design, can add and Remove Filler According to Your Needs\", \"asin\": \"B0D95G2SN1\", \"price\": \"$20.78\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Pillows Set of 2 - Fluffy Hotel Quality Bed Pillows with Diamond Quilted Design, Gusseted Supportive Down Alternative Filling for Back, Stomach, Side Sleepers, Machine Washable\", \"asin\": \"B0CD2HJRGM\", \"price\": \"$20.24\", \"quantity\": \"\"},\n {\"title\": \"JICUSE Bed Pillows for Sleeping 1 Pack,Standard Size,Luxury Hotel Collection Pillow,Soft Fluffy and Great Support Down Alternative Filling,Gusseted Pillow for Side and Back Sleepers(20x26)\", \"asin\": \"B0995PXD7X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"viewstar Pillows Queen Size Set of 2, Hotel Quality, Down Alternative Gusseted Bed Pillows for Side, Back, or Stomach Sleepers, White\", \"asin\": \"B07PPCRVZ9\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding 4 Pack Waterproof Pillow Protectors with Zipper Standard Size (White), Bed Bug and Dust Mite Proof Pillow case Covers, Moisture Wicking Pillow Encasements 20 x 26 Inches\", \"asin\": \"/promo/AH1QTHQZXET9Z\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"3e0eaf85\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"TECHTIC King Size Pillows for Side and Back Bed Pillows for Sleeping 2 Pack Sleepers Super Soft Down Alternative Microfiber Filled Pillows 20 x 36 Inches\", \"asin\": \"B0CQNPTY5H\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"23b02604\", \"price\": \"$18.89\", \"quantity\": \"\"},\n {\"title\": \"Opposy Bed Pillows for Sleeping 2 Pack Medium Firm, Queen Size Set of 2, Cooling Pillows Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers\\uff08Pack of 2\\uff09\", \"asin\": \"/promo/A1UAD2D7GV4DXD\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\"},\n {\"title\": \"SEMZSOM\\u00a0Bed Pillows for Sleeping Queen Size, Set of 2- Cooling, Luxury Hotel Quality with Premium Soft Down Alternative Filling for Back, Stomach or Side Sleepers\", \"asin\": \"B09Z91THZF\", \"price\": \"$22.99\"},\n {\"title\": \"JOLLYVOGUE\\u00a0Pillows King Size Set of 4, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KJXF5V\", \"price\": \"$39.99\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:57:59.308Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \\ud83c\\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \\ud83c\\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \\ud83c\\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \\ud83c\\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray-2pack\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - 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Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:15.015Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:59:15.015Z	click	review	rule	2025-04-08T22:59:15.015Z	train	269	2025-04-08T22:59:15.015Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \ud83c\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \ud83c\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \ud83c\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \ud83c\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier." } ], "product_quantity": [ { "quantity": "1 " } ], "product_options": [ { "Color": "Gray-2pack" }, { "Size": "Standard" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...", "asin": "B0CJ2FJH11", "price": "$30.59", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - 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Ergonomic Sleep Cervical-Support Pillows (Blue, S)", "asin": "B0F21VFWBG", "price": "$24.96", "quantity": ""}, {"title": "CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green", "asin": "B0DPKQW8BW", "price": "$32.99", "quantity": ""}, {"title": "Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection", "asin": "B0DZ9M68F5", "price": "$25.99", "quantity": ""}, {"title": "Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support", "asin": "B0029LHHRW", "price": "$44.99", "quantity": ""} ], "comparison_items": [ {"title": "Piwaal\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey", "price": "$16.99"}, {"title": "MZOIMZO\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers", "asin": "B0D25P7WYB", "price": "$28.99"}, {"title": "ROYALE LINENS\u00a0Pillows Standard Size Set of 2 - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping King Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alte...\", \"asin\": \"B0DG2KB46J\", \"price\": \"$17.58\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Pinnoize Pillow, Sleep Enhancing Cervical Support Comfort Goose Down Pillow, 2025 Upgraded Pinnoize Neck Pillow - Ergonomic Sleep Cervical-Support Pillows (Blue, S)\", \"asin\": \"B0F21VFWBG\", \"price\": \"$24.96\", \"quantity\": \"\"},\n {\"title\": \"CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green\", \"asin\": \"B0DPKQW8BW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection\", \"asin\": \"B0DZ9M68F5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support\", \"asin\": \"B0029LHHRW\", \"price\": \"$44.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Piwaal\\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"price\": \"$16.99\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers\", \"asin\": \"B0D25P7WYB\", \"price\": \"$28.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:15.015Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0C1JHW1WQ\"\n},\n {\n \"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"\\ud83c\\udf19[Luxury Fabric] - The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \\ud83c\\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \\ud83c\\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \\ud83c\\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \\ud83c\\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray-2pack\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping King Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alte...\", \"asin\": \"B0DG2KB46J\", \"price\": \"$17.58\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Pinnoize Pillow, Sleep Enhancing Cervical Support Comfort Goose Down Pillow, 2025 Upgraded Pinnoize Neck Pillow - Ergonomic Sleep Cervical-Support Pillows (Blue, S)\", \"asin\": \"B0F21VFWBG\", \"price\": \"$24.96\", \"quantity\": \"\"},\n {\"title\": \"CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green\", \"asin\": \"B0DPKQW8BW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection\", \"asin\": \"B0DZ9M68F5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support\", \"asin\": \"B0029LHHRW\", \"price\": \"$44.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Piwaal\\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"price\": \"$16.99\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers\", \"asin\": \"B0D25P7WYB\", \"price\": \"$28.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:16.915Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:59:16.915Z	click	review	rule	2025-04-08T22:59:16.915Z	train	270	2025-04-08T22:59:16.915Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "20 x26 pillow 2 pack" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \ud83c\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \ud83c\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \ud83c\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \ud83c\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier." } ], "product_quantity": [ { "quantity": "1 " } ], "product_options": [ { "Color": "Gray-2pack" }, { "Size": "Standard" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...", "asin": "B0CJ2FJH11", "price": "$30.59", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \\ud83c\\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \\ud83c\\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \\ud83c\\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \\ud83c\\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray-2pack\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping King Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alte...\", \"asin\": \"B0DG2KB46J\", \"price\": \"$17.58\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Pinnoize Pillow, Sleep Enhancing Cervical Support Comfort Goose Down Pillow, 2025 Upgraded Pinnoize Neck Pillow - Ergonomic Sleep Cervical-Support Pillows (Blue, S)\", \"asin\": \"B0F21VFWBG\", \"price\": \"$24.96\", \"quantity\": \"\"},\n {\"title\": \"CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green\", \"asin\": \"B0DPKQW8BW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection\", \"asin\": \"B0DZ9M68F5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support\", \"asin\": \"B0029LHHRW\", \"price\": \"$44.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Piwaal\\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"price\": \"$16.99\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers\", \"asin\": \"B0D25P7WYB\", \"price\": \"$28.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:16.915Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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Ergonomic Sleep Cervical-Support Pillows (Blue, S)\", \"asin\": \"B0F21VFWBG\", \"price\": \"$24.96\", \"quantity\": \"\"},\n {\"title\": \"CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green\", \"asin\": \"B0DPKQW8BW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection\", \"asin\": \"B0DZ9M68F5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support\", \"asin\": \"B0029LHHRW\", \"price\": \"$44.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Piwaal\\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"price\": \"$16.99\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers\", \"asin\": \"B0D25P7WYB\", \"price\": \"$28.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:19.555Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:59:19.555Z	click	review	rule	2025-04-08T22:59:19.555Z	train	271	2025-04-08T22:59:19.555Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "20 x26 pillow 2 pack" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "$100.00"}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.00", "quantity": "1"}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "$13.00", "quantity": "1"}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "$82.00", "quantity": "1"}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "$14.99", "quantity": "1"}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "$35.63", "quantity": "1"}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "$10.99", "quantity": "1"}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "price": "$39.00", "quantity": "1"}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "price": "$7.99", "quantity": "1"}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "price": "$31.99", "quantity": "1"}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "price": "$28.99", "quantity": "1"}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "$19.99", "quantity": "1"}, {"title": "Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid", "asin": "B01NBFHFZN", "price": "$6.97"}, {"title": "Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)", "asin": "B007L0DPE0", "price": "$10.98"}, {"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count", "asin": "B017PCGABI", "price": "$8.97"} ], "product_details": [ { "asin": "B0C1JHW1WQ" }, { "title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey" }, { "price": "$16.99" }, { "bullet_list": "\ud83c\udf19[Luxury Fabric] - The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \ud83c\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \ud83c\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \ud83c\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \ud83c\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier." } ], "product_quantity": [ { "quantity": "1 " } ], "product_options": [ { "Color": "Gray-2pack" }, { "Size": "Standard" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...", "asin": "B0CJ2FJH11", "price": "$30.59", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "quantity": ""}, {"title": "Bed Pillows for Sleeping King Size 1 Pack\uff0cUltra Soft Fluffy \uff0cPremium Soft Down Alte...", "asin": "B0DG2KB46J", "price": "$17.58", "quantity": ""}, {"title": "DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers", "asin": "3cbe8757", "price": "$29.99", "quantity": ""}, {"title": "Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support", "asin": "B006JQ48JI", "price": "$40.99", "quantity": ""}, {"title": "UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers", "asin": "/promo/A1V6YDMQBMNJI1", "price": "$32.99", "quantity": ""}, {"title": "Pinnoize Pillow, Sleep Enhancing Cervical Support Comfort Goose Down Pillow, 2025 Upgraded Pinnoize Neck Pillow - Ergonomic Sleep Cervical-Support Pillows (Blue, S)", "asin": "B0F21VFWBG", "price": "$24.96", "quantity": ""}, {"title": "CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green", "asin": "B0DPKQW8BW", "price": "$32.99", "quantity": ""}, {"title": "Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection", "asin": "B0DZ9M68F5", "price": "$25.99", "quantity": ""}, {"title": "Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support", "asin": "B0029LHHRW", "price": "$44.99", "quantity": ""} ], "comparison_items": [ {"title": "Piwaal\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey", "price": "$16.99"}, {"title": "MZOIMZO\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers", "asin": "B0D25P7WYB", "price": "$28.99"}, {"title": "ROYALE LINENS\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)", "asin": "B0BZ8J67BP", "price": "$18.32"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"}, {"title": "MZOIMZO\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM", "asin": "B09XJVH69S", "price": "$21.98"}, {"title": "LANE LINEN\u00a0Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:59:19.555Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 271, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B0C1JHW1WQ\"\n},\n {\n \"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"\\ud83c\\udf19[Luxury Fabric] - The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \\ud83c\\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \\ud83c\\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \\ud83c\\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \\ud83c\\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray-2pack\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping King Size 1 Pack\\uff0cUltra Soft Fluffy \\uff0cPremium Soft Down Alte...\", \"asin\": \"B0DG2KB46J\", \"price\": \"$17.58\", \"quantity\": \"\"},\n {\"title\": \"DIORIS Pillows Queen Size Set of 2 - Luxury Hotel Bed Pillows for Sleeping, Supportive Side Sleeper Pillow for Neck and Shoulder Pain Relief, Down Alternative Fill for Back, Stomach Sleepers\", \"asin\": \"3cbe8757\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations Memory Foam Contour Pillow, Queen Size, Head, Neck, and Shoulder Alignment, Side and Back Sleepers, Medium Support\", \"asin\": \"B006JQ48JI\", \"price\": \"$40.99\", \"quantity\": \"\"},\n {\"title\": \"UYWO Cooling Memory Foam Pillows Firm and Soft, Queen Size Set of 2, Original Adjustable Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"/promo/A1V6YDMQBMNJI1\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Pinnoize Pillow, Sleep Enhancing Cervical Support Comfort Goose Down Pillow, 2025 Upgraded Pinnoize Neck Pillow - Ergonomic Sleep Cervical-Support Pillows (Blue, S)\", \"asin\": \"B0F21VFWBG\", \"price\": \"$24.96\", \"quantity\": \"\"},\n {\"title\": \"CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green\", \"asin\": \"B0DPKQW8BW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection\", \"asin\": \"B0DZ9M68F5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support\", \"asin\": \"B0029LHHRW\", \"price\": \"$44.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Piwaal\\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"price\": \"$16.99\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers\", \"asin\": \"B0D25P7WYB\", \"price\": \"$28.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:19.555Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \\ud83c\\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \\ud83c\\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \\ud83c\\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \\ud83c\\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray-2pack\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - 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Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:23.107Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:59:23.107Z	click	review	rule	2025-04-08T22:59:23.107Z	train	272	2025-04-08T22:59:23.107Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \ud83c\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \ud83c\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \ud83c\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \ud83c\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier." } ], "product_quantity": [ { "quantity": "1 " } ], "product_options": [ { "Color": "Gray-2pack" }, { "Size": "Standard" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DTH86Q2", "price": "$22.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": ""}, {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...", "asin": "B0CJ2FJH11", "price": "$30.59", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", 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The pillow shell is made of 100% polyester fabric,the surface of the fabric is soft,breathable,skin-friendly,with a premium touch,which can make you sleep peacefully,a good sleeping pillow for your life. \\ud83c\\udf19[Comfortable-Durable] - The filling is 100% polyester microfiber that makes your neck feel relaxed, neither too soft nor too hard, bounces back quickly and provides effective support, highly durable so that the pillow will not clump or flatten over time and ensures that it quickly returns to its original state after each use for long-term pleasure. \\ud83c\\udf19[Suitable for any sleeping position] - Whether you sleep on your side or back, our pillows meet all of your requirements, our pillows suitable for any sleeping position \\ud83c\\udf19[Usage ] - The pillow is vacuum packed, so please tap it lightly after opening the package and slowly regain fluffiness, wait 24 hours to achieve the desired results. \\ud83c\\udf19[Machine Washable ] - These bed pillows are made of easy care microfiber, machine washable, low temperature drying, put it in a ventilated place to dry fully after washing to make it fluffier.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1 \"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray-2pack\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Standard Size Bed Pillows for Sleeping 4 Pack,Luxury Hotel Pillows,Comfortable and ...\", \"asin\": \"B0CJ2FJH11\", \"price\": \"$30.59\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - 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Ergonomic Sleep Cervical-Support Pillows (Blue, S)\", \"asin\": \"B0F21VFWBG\", \"price\": \"$24.96\", \"quantity\": \"\"},\n {\"title\": \"CushZone Cervical Neck Pillow, Memory Foam Neck Support Pillows for Sleeping, Shoulder Pillow for Side Sleepers, Back Stomach Sleepers, CertiPUR-US Certified, Green\", \"asin\": \"B0DPKQW8BW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"Queen-Sized Luxury Hotel Quality Bed Pillows for Sleeping, Premium Soft Down Alternative Fill for Back, Stomach Or Side Sleepers, Ergonomic Design, Deep Sleep, Cervical Spine Protection\", \"asin\": \"B0DZ9M68F5\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sleep Innovations 2-in-1 Memory Foam Pillow and Alternative Down Fiber Fill, Standard Size, Side, Stomach, and Back Sleepers, Soft-to-Medium Support\", \"asin\": \"B0029LHHRW\", \"price\": \"$44.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Piwaal\\u00a0Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"price\": \"$16.99\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size Set of 4, Cooling Hotel Quality with Down Alternative Fill for Back, Stomach or Side Sleepers\", \"asin\": \"B0D25P7WYB\", \"price\": \"$28.99\"},\n {\"title\": \"ROYALE LINENS\\u00a0Pillows Standard Size Set of 2 - Bed Pillows for Sleeping - Sleeping Pillow for Back, Stomach & Side Sleepers - Down Alternative Standard Pillow - Hotel Quality (20x26 Inches,Pack of 2)\", \"asin\": \"B0BZ8J67BP\", \"price\": \"$18.32\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"},\n {\"title\": \"MZOIMZO\\u00a0Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 43x66CM\", \"asin\": \"B09XJVH69S\", \"price\": \"$21.98\"},\n {\"title\": \"LANE LINEN\\u00a0Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:23.107Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B097CZCDQG\"\n},\n {\n \"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Breathable Material: EIUE bed pillow for sleeping goes with a breathable cotton cover and breathable down alternative microfiber, which is friendly to skin and ensures you a comfortable night's sleep. Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Queen Pillow is 20 x 30inches(48cm x 74cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Dark Gray\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Queen Size(20\\\"x28\\\") Set of 4 Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers\", \"asin\": \"B0BQ72RJ48\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Nctoberows Bed Pillows for Sleeping Queen Size Set of 4, Luxury Hotel Quality Cooling Pillows, Super Soft Down Alternative Fill for Side Back and Stomach Sleepers\", \"asin\": \"B0DRVJP63F\", \"price\": \"$28.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"Glaciman Bed Pillows for Sleeping Queen Size Set of 2, Hotel Quality Queen Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\\uff0c20X28 inches\", \"asin\": \"B0BPBZDX6N\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"EIUE\\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray\", \"asin\": \"B0CSX435PT\", \"price\": \"$20.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:54.986Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T22:59:54.986Z	click	product_option	rule	2025-04-08T22:59:54.986Z	train	273	2025-04-08T22:59:54.986Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "20 x26 pillow 2 pack" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. 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Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Queen Pillow is 20 x 30inches(48cm x 74cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "Dark Gray" }, { "Size": "Standard (2Pack)" } ], "promotion_items": [ {"title": "JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KLNGKS", "price": "$16.99", "quantity": ""}, {"title": "Homemate Bed Pillows for Sleeping - Queen Size(20\"x28\") Set of 4 Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers", "asin": "B0BQ72RJ48", "price": "$34.99", "quantity": ""}, {"title": "Nctoberows Bed Pillows for Sleeping Queen Size Set of 4, Luxury Hotel Quality Cooling Pillows, Super Soft Down Alternative Fill for Side Back and Stomach Sleepers", "asin": "B0DRVJP63F", "price": "$28.99", "quantity": ""}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68"}, {"title": "EIUE\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray", "asin": "B0CSX435PT", "price": "$20.99"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers", "asin": "B072J8S3TW", "price": "$18.49"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T22:59:54.986Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 273, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B097CZCDQG\"\n},\n {\n \"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"Breathable Material: EIUE bed pillow for sleeping goes with a breathable cotton cover and breathable down alternative microfiber, which is friendly to skin and ensures you a comfortable night's sleep. Balanced Comfort: The filling of the pillow consists of 50% Hollow Fiber and 50% Gel fiber, which provides a great balance of supple softness and plump firmness. The bed pillow is supportive enough and excellent for a back, side or stomach sleeper. Perfect Size: The dimension of the Queen Pillow is 20 x 30inches(48cm x 74cm)(approx). 1kg(2.2lb) down alternative microfiber filling with breathable cover. Our 2 pack pillows come vacuum-sealed for shipping, once opened it will start to fluff up. Please leave 24 hours for the pillow to get to full thickness before using it. Careful Maintenance: These bed pillows are machine washable with tumble dry low, and will always feel and look like new! All product materials are carefully selected, strictly inspected and well constructed to make the pillows durable to daily usage. What You Get: 2 pack of Hotel Collection Bed Pillows .Contact us if you meet any quality issues and we will response within 24 hours.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Dark Gray\"\n},\n {\n \"Size\": \"Standard (2Pack)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Queen Size(20\\\"x28\\\") Set of 4 Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers\", \"asin\": \"B0BQ72RJ48\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Nctoberows Bed Pillows for Sleeping Queen Size Set of 4, Luxury Hotel Quality Cooling Pillows, Super Soft Down Alternative Fill for Side Back and Stomach Sleepers\", \"asin\": \"B0DRVJP63F\", \"price\": \"$28.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows King Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (19x34)\", \"asin\": \"B0BYYGZDJ6\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"Glaciman Bed Pillows for Sleeping Queen Size Set of 2, Hotel Quality Queen Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\\uff0c20X28 inches\", \"asin\": \"B0BPBZDX6N\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DTH86Q2\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Queen Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B071DFDF9N\", \"price\": \"$18.48\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Pillows Queen Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KLNGKS\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EIUE\\u00a0Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\"},\n {\"title\": \"MOLCLCUY\\u00a0Bed Pillows Queen Size Set of 2,Hotel Collection Pillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows\", \"asin\": \"B0CM5DSNF3\", \"price\": \"$17.90\"},\n {\"title\": \"Bedsure\\u00a0Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\"},\n {\"title\": \"EIUE\\u00a0Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cSuper Soft Down Alternative Microfiber Filled Pillows,Pillows for Side and Back Sleepers,20 x 30 Inches,Dark Gray\", \"asin\": \"B0CSX435PT\", \"price\": \"$20.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping (White), Queen Size, Set of 2, Hotel Pillow, Cooling Pillows for Side, Back or Stomach Sleepers\", \"asin\": \"B072J8S3TW\", \"price\": \"$18.49\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T22:59:54.986Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Standard Size(20\\\"x26\\\") Set of 2 Hotel Quality Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Pillow Suitable Back Stomach or Side Sleeper\", \"asin\": \"B0CR6BBMB6\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches\", \"asin\": \"B0DPMS4MWR\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Hotel Pillows, Queen Size Set of 2 - 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17\"},\n {\"title\": \"MZOIMZO Supportive Firm Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 20''x26''\", \"asin\": \"B0C5XKC6PH\", \"price\": \"$23.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\\\"x26\\\" Standard Size, Pink)\", \"asin\": \"B087JTH247\", \"price\": \"$6.71\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Basic Beyond Standard Pillows Set of 2 - Down Alternative Pillows for Sleeping, Soft 20 x 26 Inches Pillows Standard Size Set of 2 for Back, Stomach or Side Sleepers\", \"asin\": \"B0CNZ7KD4C\", \"price\": \"$28.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Thin Flat Soft Bed Pillows Standard Size Set of 2 Pack for Sleeping 20\\\"x26\\\", Hypoallergenic Skin Friendly Machine Washable\", \"asin\": \"B0DQ51ZJH8\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock (more on the way).\"},\n {\"title\": \"Bedsure Queen Comforter Set - 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Bed Pillow Cover - 20\\\"x26\\\" - Black Pillowcases - 1800 Brushed Microfiber, Wrinkle & Fade Resistant - Soft & Cozy- Standard Size Pillow Case (STD, Black)\", \"asin\": \"B08VHYV6Q9\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 18 left in stock - order soon.\"},\n {\"title\": \"Memory Foam Pillows Standard Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping\\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 26 in, White)\", \"asin\": \"B0DHL6TNFB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillow Inserts (Pack of 2, White), 20 x 20 Inches Decorative Indoor Pillows for Sofa, Bed, Couch, Cushion Sham Stuffer\", \"asin\": \"B0C9DVTKGW\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Standard Size(20\\\"x26\\\") Set of 2 Gusset Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Pillow Suitable Back Stomach or Side Sleepers\", \"asin\": \"B0C2BTMB19\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Premium Down Alternative Hotel Pillows Set of 2,Classic White,20 26Inches\", \"asin\": \"B0DHYTD7G3\", \"price\": \"$22.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Seward Park Bed Pillow Standard Size Set of 2, Shams Insert 20 x 26 inch, Down Alternative Cooling Pillows for Stomach, Side or Back Sleeper\", \"asin\": \"B07SW3K8SG\", \"price\": \"$38.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Nestl Cooling Pillows Standard Size Set of 2, Gel Infused Shredded Memory Foam Pillow, Adjustable for Sleeping, Breathable Washable Cool Bed Cover, 20\\u201dx26\\u201d\", \"asin\": \"B07WDLS7PF\", \"price\": \"$30.66\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"20x20 Pillow Inserts Set of 2, White Throw Pillow Insert 2 Pack, Foam Filled Decorative Pillows Stuffer for Couch, Bed, Living Room.(20x20 Inch)\", \"asin\": \"B0D6FMN66K\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Throw Pillow Inserts, Set of 2 Lightweight Down Alternative Polyester Pillow, Couch Cushion, Sham Stuffer, Machine Washable. (White, 20x20)\", \"asin\": \"B07KPDJKX7\", \"price\": \"$17.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MIULEE 20x20 Pillow Inserts Set of 2 Throw Pillows 20 Inch Premium Down Alternative Pillow Inserts Decorative Pillow Stuffer for Sofa, Couch (20x20 inch, Set of 2)\", \"asin\": \"B0C4TN6YYZ\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Olive Green Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLM7JV9\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B08CRKZTG7\", \"price\": \"$24.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"INFIIXSO Mulberry Silk Pillowcase for Hair and Skin, Silk Pillow Cases Standard Size Set of 2 with Hidden Zipper 20\\\"x26\\\", Ultra Smooth and Soft Cooling Pillow Cases for Hot Sleepers(Airy Blue,2 Pack)\", \"asin\": \"B0CNJQ1RDW\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Grand Luxury Feather Down Pillows Standard Size Set of 2 Pack Hypoallergenic Medium Firm Pillows 100% Cotton Breathable Sleeping Pillows for Back/Side Sleepers Bed Pillows,20\\\" X26\\\"(2 Pack)\", \"asin\": \"B0CSNKJQ25\", \"price\": \"$51.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Duvet Cover Queen Size - Reversible Plants Duvet Cover Set with Zipper Closure, 3 Pieces Green Bedding Set with 8 Corner Ties and 2 Pillow Shams 20\\\"x26\\\"\", \"asin\": \"B0BX93PVFL\", \"price\": \"$22.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Queen Size Set of 2 for Side Back and Stomach Sleepers, Cooling Pillows,Down Alternative Filling Luxury Soft Supportive Plush Pillows (White)\", \"asin\": \"B092W436DK\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"B09BF2FGBK\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"downluxe Standard Pillows Set of 2, Soft Down Alternative Bed Pillows Standard Size 2 Pack for Side, Back and Stomach Sleepers, Hotel Collection Pillows for Sleeping, 20 X 26\", \"asin\": \"B07D8SWVWR\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Uniqwamer Bed Pillows for Sleeping 4 Pack - Luxury Hotel Quality Pillows Standard Size Set of 4 - Cooling Pillows with Premium Plush Soft Down Alternative Fill for Back Side Sleepers\", \"asin\": \"B0D2VT1Q83\", \"price\": \"$29.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MIULEE Pack of 2 20x26 Outdoor Pillow Inserts, Outdoor Throw Pillows Water-Resistant Decorative Premium Rectangle Pillow Stuffer Sham for Porch Swing Couch Sofa Cushion Patio Furniture\", \"asin\": \"B0CJT8G9Q6\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Foindtower 2 Pieces 20x20 Inch Light Khaki, Faux Fur Throw Pillow Cover Accent Sherpa Pillow Fuzzy Soft Pillowcases Sheepskin Decorative Fleece Cushion Case for Bed Couch Living Room\", \"asin\": \"B0CG5GPW2M\", \"price\": \"$25.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Threadmill Soft Bed Pillows Standard Size Set of 2 \| Down Alternative Cooling Bed Pillow for Sleeping \| Soft Pillows \| 20 x 26 Hotel Pillow, Standard Pillows 2 Pack for Back, Stomach or Side Sleepers\", \"asin\": \"B0C593175K\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Reafort Ultra Soft Sherpa Pillowcases Pillow Covers Standard Size 20\\\"x26\\\" Pack of 2 with Zipper Closure (Evergreen, 20\\u201dx26\\u201d Standard Sham)\", \"asin\": \"B09ST9GV7R\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:01:35.518Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:01:35.518Z	click	other	rule	2025-04-08T23:01:35.518Z	train	274	2025-04-08T23:01:35.518Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": 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Standard Size(20''x26'') Set of 2 Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Breathable Pillow Suitable Back Stomach or Side Sleepers, White", "asin": "B0CR68QDQR", "price": "$23.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon"}, {"title": "HARBOREST Bed Pillows Standard Size Set of 2 - Luxury Hotel Collection Down Alternative Pillows for Sleeping, 20 x 26 Inches", "asin": "B07S4L36LR", "price": "$25.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Luxury Hypoallergenic Sleeping Bed Pillows - Soft and Supportive - Premium Down Alternative Fill - Ideal for Side, Back, and Stomach Sleepers Queen Size Set of 2", "asin": "B0D5RNGKPN", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon."}, {"title": "King Pillow Cases Set of 2 - Ultra Soft Hotel Quality Pillowcase Covers - Comfortable Cozy Bedding for Women, Men, Kids & Teens - Machine Washable Pillow Protectors - 2 Pieces Set - King Size White", "asin": "B01M0AGUPO", "price": "$14.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "NTBAY King Pillowcase Set - 2 Pack Brushed Microfiber 20x36 Pillowcases - Soft, Wrinkle-Free, Fade-Resistant, Stain-Resistant, White Pillowcases with Envelope Closure - 20x36 Inches, White", "asin": "B07H2YLSCB", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Beckham Hotel Collection Bed Pillows Standard / Queen Size Set of 2 - Down Alternative Bedding Gel Cooling Pillow for Back, Stomach or Side Sleepers", "asin": "B01LYNW421", "price": "$59.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)", "asin": "B07Y2VWL56", "price": "$23.98", "delivery": "FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "Homemate Bed Pillows for Sleeping - Standard Size(20\"x26\") Set of 2 Hotel Quality Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Pillow Suitable Back Stomach or Side Sleeper", "asin": "B0CR6BBMB6", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Sasttie Queen Size Pillows Set of 2, Hotel Collection Bed Pillows for Side, Back, and Stomach Sleepers - Down Alternative Plump Filling - 2 Pack, Queen, 20x30 Inches", "asin": "B0DPMS4MWR", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Hotel Pillows, Queen Size Set of 2 - Luxury Bed Pillows for Sleeping with Decoration Strip Diamond Design Cover, Fluffy Original Down Alternative Filling for Side, Back or Stomach Sleepers", "asin": "B0CN3BMZBT", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Fluffy Pillows Queen Size Set of 2 - Soft Queen Pillows 2 Pack with Breathable Prewashed Cotton-Like Cover & Down Alternative Filling for Back, Side or Stomach Sleepers (19\"x28\")", "asin": "B0D5M5CQJY", "price": "$26.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Meoflaw Pillows for Sleeping (2-Pack), Luxury Hotel Pillows Queen Size Set of 2,Bed Pillows for Side and Back Sleeper (Queen)", "asin": "B07Y2VWL56", "price": "$23.98", "delivery": "FREE delivery Apr 16 - 23 on $35 of items shipped by Amazon Or fastest delivery Apr 14 - 17"}, {"title": "MZOIMZO Supportive Firm Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 20''x26''", "asin": "B0C5XKC6PH", "price": "$23.79", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\"x26\" Standard Size, Pink)", "asin": "B087JTH247", "price": "$6.71", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter"}, {"title": "Basic Beyond Standard Pillows Set of 2 - Down Alternative Pillows for Sleeping, Soft 20 x 26 Inches Pillows Standard Size Set of 2 for Back, Stomach or Side Sleepers", "asin": "B0CNZ7KD4C", "price": "$28.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Ultra Thin Flat Soft Bed Pillows Standard Size Set of 2 Pack for Sleeping 20\"x26\", Hypoallergenic Skin Friendly Machine Washable", "asin": "B0DQ51ZJH8", "price": "$29.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock (more on the way)."}, {"title": "Bedsure Queen Comforter Set - Khaki Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0CDH8VQ2G", "price": "$36.09", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Amazon Basics Down Alternative 2 Bed Pillows with 2 Pillow Protectors for Back and Stomach Sleepers, Comfortable, Breathable, Soft Density, Standard, 26 x 20 in, White, Pack of 4", "asin": "B09STHNCKV", "price": "$26.70", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Throw Pillows Insert Set of 2, with 100% Cotton Cover,Bed and Couch - Indoor Hotel Decorative Pillows, 20x20 in White Pillows Inserts", "asin": "B0CQ4FNRHR", "price": "$18.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Oubonun Standard Size Pillows Set of 2 - Fluffy & Supportive Down Alternative Pillows with Zippered Cotton Cover - Breathable and Cool for All Sleeping Positions - Machine Washable - 20\"x26\"", "asin": "B0C3B3P3SL", "price": "$32.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Pillows Standard Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 26 Inches", "asin": "B0CZ8J55J4", "price": "$19.90", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Yanibest Satin Pillowcase, Silk Pillow Cases for Hair and Skin with Zipper, Standard Pillow Cases Set of 2 for 20\"x26\", Exquisite Packaging for Women Men", "asin": "B09468TN9R", "price": "$18.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Gold Goose Down Alternative Bed Pillow-Soft Pillow for Side Sleepers, Set of 2,Standard Size(20\u00d726IN),Super Soft Fabric Cover,Perfect for Side, Back and Stomach Sleepers", "asin": "B0CR69HW3T", "price": "$17.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Royale Linens Standard Pillowcase Set of 2 - Bed Pillow Cover - 20\"x26\" - Black Pillowcases - 1800 Brushed Microfiber, Wrinkle & Fade Resistant - Soft & Cozy- Standard Size Pillow Case (STD, Black)", "asin": "B08VHYV6Q9", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 18 left in stock - order soon."}, {"title": "Memory Foam Pillows Standard Size Set of 2\uff0cAdjustable Gusseted Bed Pillow for Sleeping\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 26 in, White)", "asin": "B0DHL6TNFB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Utopia Bedding Throw Pillow Inserts (Pack of 2, White), 20 x 20 Inches Decorative Indoor Pillows for Sofa, Bed, Couch, Cushion Sham Stuffer", "asin": "B0C9DVTKGW", "price": "$18.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Homemate Bed Pillows for Sleeping - Standard Size(20\"x26\") Set of 2 Gusset Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Pillow Suitable Back Stomach or Side Sleepers", "asin": "B0C2BTMB19", "price": "$23.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Premium Down Alternative Hotel Pillows Set of 2,Classic White,20 26Inches", "asin": "B0DHYTD7G3", "price": "$22.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Seward Park Bed Pillow Standard Size Set of 2, Shams Insert 20 x 26 inch, Down Alternative Cooling Pillows for Stomach, Side or Back Sleeper", "asin": "B07SW3K8SG", "price": "$38.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Nestl Cooling Pillows Standard Size Set of 2, Gel Infused Shredded Memory Foam Pillow, Adjustable for Sleeping, Breathable Washable Cool Bed Cover, 20\u201dx26\u201d", "asin": "B07WDLS7PF", "price": "$30.66", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "20x20 Pillow Inserts Set of 2, White Throw Pillow Insert 2 Pack, Foam Filled Decorative Pillows Stuffer for Couch, Bed, Living Room.(20x20 Inch)", "asin": "B0D6FMN66K", "price": "$18.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "EDOW Throw Pillow Inserts, Set of 2 Lightweight Down Alternative Polyester Pillow, Couch Cushion, Sham Stuffer, Machine Washable. (White, 20x20)", "asin": "B07KPDJKX7", "price": "$17.09", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MIULEE 20x20 Pillow Inserts Set of 2 Throw Pillows 20 Inch Premium Down Alternative Pillow Inserts Decorative Pillow Stuffer for Sofa, Couch (20x20 inch, Set of 2)", "asin": "B0C4TN6YYZ", "price": "$24.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedsure Queen Size Comforter Set, Olive Green Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLM7JV9", "price": "$37.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Utopia Bedding Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "B08CRKZTG7", "price": "$24.49", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "INFIIXSO Mulberry Silk Pillowcase for Hair and Skin, Silk Pillow Cases Standard Size Set of 2 with Hidden Zipper 20\"x26\", Ultra Smooth and Soft Cooling Pillow Cases for Hot Sleepers(Airy Blue,2 Pack)", "asin": "B0CNJQ1RDW", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Hotel Grand Luxury Feather Down Pillows Standard Size Set of 2 Pack Hypoallergenic Medium Firm Pillows 100% Cotton Breathable Sleeping Pillows for Back/Side Sleepers Bed Pillows,20\" X26\"(2 Pack)", "asin": "B0CSNKJQ25", "price": "$51.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Bedsure Duvet Cover Queen Size - Reversible Plants Duvet Cover Set with Zipper Closure, 3 Pieces Green Bedding Set with 8 Corner Ties and 2 Pillow Shams 20\"x26\"", "asin": "B0BX93PVFL", "price": "$22.39", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping 2 Pack, Queen Size Set of 2 for Side Back and Stomach Sleepers, Cooling Pillows,Down Alternative Filling Luxury Soft Supportive Plush Pillows (White)", "asin": "B092W436DK", "price": "$18.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\" x 26\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal", "asin": "B09BF2FGBK", "price": "$22.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "downluxe Standard Pillows Set of 2, Soft Down Alternative Bed Pillows Standard Size 2 Pack for Side, Back and Stomach Sleepers, Hotel Collection Pillows for Sleeping, 20 X 26", "asin": "B07D8SWVWR", "price": "$36.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Uniqwamer Bed Pillows for Sleeping 4 Pack - Luxury Hotel Quality Pillows Standard Size Set of 4 - Cooling Pillows with Premium Plush Soft Down Alternative Fill for Back Side Sleepers", "asin": "B0D2VT1Q83", "price": "$29.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "MIULEE Pack of 2 20x26 Outdoor Pillow Inserts, Outdoor Throw Pillows Water-Resistant Decorative Premium Rectangle Pillow Stuffer Sham for Porch Swing Couch Sofa Cushion Patio Furniture", "asin": "B0CJT8G9Q6", "price": "$32.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Foindtower 2 Pieces 20x20 Inch Light Khaki, Faux Fur Throw Pillow Cover Accent Sherpa Pillow Fuzzy Soft Pillowcases Sheepskin Decorative Fleece Cushion Case for Bed Couch Living Room", "asin": "B0CG5GPW2M", "price": "$25.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Threadmill Soft Bed Pillows Standard Size Set of 2 \| Down Alternative Cooling Bed Pillow for Sleeping \| Soft Pillows \| 20 x 26 Hotel Pillow, Standard Pillows 2 Pack for Back, Stomach or Side Sleepers", "asin": "B0C593175K", "price": "$43.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13"}, {"title": "Reafort Ultra Soft Sherpa Pillowcases Pillow Covers Standard Size 20\"x26\" Pack of 2 with Zipper Closure (Evergreen, 20\u201dx26\u201d Standard Sham)", "asin": "B09ST9GV7R", "price": "$6.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:01:35.518Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 274, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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17\"},\n {\"title\": \"MZOIMZO Supportive Firm Bed Pillows for Sleeping- Standard Size, Set of 2, Cooling Hotel Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers, 20''x26''\", \"asin\": \"B0C5XKC6PH\", \"price\": \"$23.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"BEDELITE Satin Pillowcase for Hair and Skin, Super Soft and Cooling Similar to Silk Pillow Cases 2 Pack with Envelope Closure, Gift for Women Men(20\\\"x26\\\" Standard Size, Pink)\", \"asin\": \"B087JTH247\", \"price\": \"$6.71\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"Basic Beyond Standard Pillows Set of 2 - Down Alternative Pillows for Sleeping, Soft 20 x 26 Inches Pillows Standard Size Set of 2 for Back, Stomach or Side Sleepers\", \"asin\": \"B0CNZ7KD4C\", \"price\": \"$28.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Ultra Thin Flat Soft Bed Pillows Standard Size Set of 2 Pack for Sleeping 20\\\"x26\\\", Hypoallergenic Skin Friendly Machine Washable\", \"asin\": \"B0DQ51ZJH8\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 16 left in stock (more on the way).\"},\n {\"title\": \"Bedsure Queen Comforter Set - Khaki Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0CDH8VQ2G\", \"price\": \"$36.09\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Amazon Basics Down Alternative 2 Bed Pillows with 2 Pillow Protectors for Back and Stomach Sleepers, Comfortable, Breathable, Soft Density, Standard, 26 x 20 in, White, Pack of 4\", \"asin\": \"B09STHNCKV\", \"price\": \"$26.70\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Throw Pillows Insert Set of 2, with 100% Cotton Cover,Bed and Couch - Indoor Hotel Decorative Pillows, 20x20 in White Pillows Inserts\", \"asin\": \"B0CQ4FNRHR\", \"price\": \"$18.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Oubonun Standard Size Pillows Set of 2 - Fluffy & Supportive Down Alternative Pillows with Zippered Cotton Cover - Breathable and Cool for All Sleeping Positions - Machine Washable - 20\\\"x26\\\"\", \"asin\": \"B0C3B3P3SL\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Pillows Standard Size Set of 2,Breathable Hotel Collection Bed Pillows for Sleeping Medium Firm Down Alternative Microfiber Filled,20 x 26 Inches\", \"asin\": \"B0CZ8J55J4\", \"price\": \"$19.90\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Yanibest Satin Pillowcase, Silk Pillow Cases for Hair and Skin with Zipper, Standard Pillow Cases Set of 2 for 20\\\"x26\\\", Exquisite Packaging for Women Men\", \"asin\": \"B09468TN9R\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Gold Goose Down Alternative Bed Pillow-Soft Pillow for Side Sleepers, Set of 2,Standard Size(20\\u00d726IN),Super Soft Fabric Cover,Perfect for Side, Back and Stomach Sleepers\", \"asin\": \"B0CR69HW3T\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Royale Linens Standard Pillowcase Set of 2 - Bed Pillow Cover - 20\\\"x26\\\" - Black Pillowcases - 1800 Brushed Microfiber, Wrinkle & Fade Resistant - Soft & Cozy- Standard Size Pillow Case (STD, Black)\", \"asin\": \"B08VHYV6Q9\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 18 left in stock - order soon.\"},\n {\"title\": \"Memory Foam Pillows Standard Size Set of 2\\uff0cAdjustable Gusseted Bed Pillow for Sleeping\\uff0c2 Pack Soft Pillows for Side, Back or Stomach Sleepers (20 x 26 in, White)\", \"asin\": \"B0DHL6TNFB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Utopia Bedding Throw Pillow Inserts (Pack of 2, White), 20 x 20 Inches Decorative Indoor Pillows for Sofa, Bed, Couch, Cushion Sham Stuffer\", \"asin\": \"B0C9DVTKGW\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Homemate Bed Pillows for Sleeping - Standard Size(20\\\"x26\\\") Set of 2 Gusset Pillows Allergy Friendly Microfiber Shell Fluffy Down Alternative Filling Pillow Suitable Back Stomach or Side Sleepers\", \"asin\": \"B0C2BTMB19\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows Standard Size Set of 2 - Standard Size Bed Pillows 2 Pack Premium Down Alternative Hotel Pillows Set of 2,Classic White,20 26Inches\", \"asin\": \"B0DHYTD7G3\", \"price\": \"$22.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Seward Park Bed Pillow Standard Size Set of 2, Shams Insert 20 x 26 inch, Down Alternative Cooling Pillows for Stomach, Side or Back Sleeper\", \"asin\": \"B07SW3K8SG\", \"price\": \"$38.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Nestl Cooling Pillows Standard Size Set of 2, Gel Infused Shredded Memory Foam Pillow, Adjustable for Sleeping, Breathable Washable Cool Bed Cover, 20\\u201dx26\\u201d\", \"asin\": \"B07WDLS7PF\", \"price\": \"$30.66\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"20x20 Pillow Inserts Set of 2, White Throw Pillow Insert 2 Pack, Foam Filled Decorative Pillows Stuffer for Couch, Bed, Living Room.(20x20 Inch)\", \"asin\": \"B0D6FMN66K\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EDOW Throw Pillow Inserts, Set of 2 Lightweight Down Alternative Polyester Pillow, Couch Cushion, Sham Stuffer, Machine Washable. (White, 20x20)\", \"asin\": \"B07KPDJKX7\", \"price\": \"$17.09\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MIULEE 20x20 Pillow Inserts Set of 2 Throw Pillows 20 Inch Premium Down Alternative Pillow Inserts Decorative Pillow Stuffer for Sofa, Couch (20x20 inch, Set of 2)\", \"asin\": \"B0C4TN6YYZ\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedsure Queen Size Comforter Set, Olive Green Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLM7JV9\", \"price\": \"$37.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B08CRKZTG7\", \"price\": \"$24.49\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"INFIIXSO Mulberry Silk Pillowcase for Hair and Skin, Silk Pillow Cases Standard Size Set of 2 with Hidden Zipper 20\\\"x26\\\", Ultra Smooth and Soft Cooling Pillow Cases for Hot Sleepers(Airy Blue,2 Pack)\", \"asin\": \"B0CNJQ1RDW\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Hotel Grand Luxury Feather Down Pillows Standard Size Set of 2 Pack Hypoallergenic Medium Firm Pillows 100% Cotton Breathable Sleeping Pillows for Back/Side Sleepers Bed Pillows,20\\\" X26\\\"(2 Pack)\", \"asin\": \"B0CSNKJQ25\", \"price\": \"$51.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Bedsure Duvet Cover Queen Size - Reversible Plants Duvet Cover Set with Zipper Closure, 3 Pieces Green Bedding Set with 8 Corner Ties and 2 Pillow Shams 20\\\"x26\\\"\", \"asin\": \"B0BX93PVFL\", \"price\": \"$22.39\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Queen Size Set of 2 for Side Back and Stomach Sleepers, Cooling Pillows,Down Alternative Filling Luxury Soft Supportive Plush Pillows (White)\", \"asin\": \"B092W436DK\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"PHF 100% Cotton Waffle Pillow Shams Standard Size, 2 Pack 20\\\" x 26\\\" Soft Skin-Friendly Pillowcases, No Filling, Aesthetic Woven and Breathable Waffle Weave Pillow Case Covers for Bed, Oatmeal\", \"asin\": \"B09BF2FGBK\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"downluxe Standard Pillows Set of 2, Soft Down Alternative Bed Pillows Standard Size 2 Pack for Side, Back and Stomach Sleepers, Hotel Collection Pillows for Sleeping, 20 X 26\", \"asin\": \"B07D8SWVWR\", \"price\": \"$36.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Uniqwamer Bed Pillows for Sleeping 4 Pack - Luxury Hotel Quality Pillows Standard Size Set of 4 - Cooling Pillows with Premium Plush Soft Down Alternative Fill for Back Side Sleepers\", \"asin\": \"B0D2VT1Q83\", \"price\": \"$29.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MIULEE Pack of 2 20x26 Outdoor Pillow Inserts, Outdoor Throw Pillows Water-Resistant Decorative Premium Rectangle Pillow Stuffer Sham for Porch Swing Couch Sofa Cushion Patio Furniture\", \"asin\": \"B0CJT8G9Q6\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Foindtower 2 Pieces 20x20 Inch Light Khaki, Faux Fur Throw Pillow Cover Accent Sherpa Pillow Fuzzy Soft Pillowcases Sheepskin Decorative Fleece Cushion Case for Bed Couch Living Room\", \"asin\": \"B0CG5GPW2M\", \"price\": \"$25.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Threadmill Soft Bed Pillows Standard Size Set of 2 \| Down Alternative Cooling Bed Pillow for Sleeping \| Soft Pillows \| 20 x 26 Hotel Pillow, Standard Pillows 2 Pack for Back, Stomach or Side Sleepers\", \"asin\": \"B0C593175K\", \"price\": \"$43.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"Reafort Ultra Soft Sherpa Pillowcases Pillow Covers Standard Size 20\\\"x26\\\" Pack of 2 with Zipper Closure (Evergreen, 20\\u201dx26\\u201d Standard Sham)\", \"asin\": \"B09ST9GV7R\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:01:35.518Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"search_results\": [\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - 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Fluffy & Supportive Down Alternative Pillows with Zippered Cotton Cover - Breathable and Cool for All Sleeping Positions - Machine Washable - 20\\\"x26\\\"\", \"asin\": \"B0C3B3P3SL\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"EVOLIVE Elastane Cooling Diamind Quilted Standard, Full/Queen Sham 20\\\"x26\\\" Set of 2 with Envelope Closure (White, 20\\\"x26\\\" Standard)\", \"asin\": \"B0D7ZR3PNW\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon\"},\n {\"title\": \"Shabby Off White Ruffle Pillow Shams Standard Size Set of 2, Washed Cotton Farmhouse Pillowcases Pillow Cover 20\\\"x26\\\"\", \"asin\": \"B08XW7Q923\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"uxcell 2 Pack Pillow Cases Soft 1800 Series Microfiber Pillowcases Set with Zipper Standard(20\\\"x26\\\") Black\", \"asin\": \"B07P66QMG4\", \"price\": \"$12.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Serta Gel Memory Foam Pillows (Set of 2) Standard 20\\u201dx26\\u201d Cooling Technology Plus Bonus Pillow Protectors-(Set of 2)\", \"asin\": \"B07CSK1VT8\"},\n {\"title\": \"Nestl Soft Pillow Shams Set of 2 - Double Brushed Microfiber Pillow Covers - Hotel Style Premium Bed Pillow Cases, with 1.5\\u201d Decorative Flange, Standard 20\\\"x26\\\" - Off White\", \"asin\": \"B07MVMSCJP\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 2 left in stock - order soon.\"},\n {\"title\": \"Yanibest Satin Pillowcase, Silk Pillow Cases for Hair and Skin with Zipper, Standard Pillow Cases Set of 2 for 20\\\"x26\\\", Exquisite Packaging for Women Men\", \"asin\": \"B09469PF9J\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"MUXHOMO Duvet Cover Full Size Floral Duvet Cover Set with Zipper Closure, Boho Flower Bedding Set, 3 Pieces, 1 Duvet Cover 80\\\"x90\\\" with 4 Corner Ties and 2 Pillowcases 20\\\"x26\\\"\", \"asin\": \"B0CTN2X7LR\", \"price\": \"$22.79\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"INFIIXSO Mulberry Silk Pillowcase for Hair and Skin, Silk Pillow Cases Standard Size Set of 2 with Hidden Zipper 20\\\"x26\\\", Ultra Smooth and Soft Cooling Pillow Cases for Hot Sleepers(Ocean Mist,2 Pack)\", \"asin\": \"B0D5QRY3PY\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"2-Pack Lace Pillow Shams Cases Covers with Ruffles Bright White Egypt Cotton Standard Size 20\\\"X26\\\" Luxury Elegant Twin Size\", \"asin\": \"B08DKF1B7X\", \"price\": \"$34.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 8 left in stock - order soon.\"},\n {\"title\": \"BPC Goose Feather Down Pillows Standard Size Set of 2, Luxury Feather Pillows for Sleeping, 100% Organic Cotton Cover, Soft Support Surround Fill Polyester, Hotel Collection Bed Pillows 20\\\"x26\\\"\", \"asin\": \"B0DGQGF36X\", \"price\": \"$79.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13\"},\n {\"title\": \"PiccoCasa 2 Packs Luxury 1800 Bedding Brushed Microfiber Pillow Cases Soft Pillowcases Covers for Pillow Standard(20\\\"x26\\\") Sage\", \"asin\": \"B08HSGMJ52\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 13 left in stock - order soon.\"},\n {\"title\": \"ECOCOTT 2 Pack Pillowcase Standard Size with Vintage Floral Pillow Cases Set, 100% Cotton Standard Pillow Covers Envelope Closure (Standard, 20\\\"x26\\\")\", \"asin\": \"B0CBJDRBY9\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery May 5 - 24 on $35 of items shipped by Amazon Or fastest delivery May 5 - 21\"},\n {\"title\": \"LIFEREVO 2 Pack Faux Fur Pillow Shams,Shaggy Plush Home Decorative Luxury Series Super Soft Furry Pillow Case with Zipper Closure for Home Sofa Couch Decoration,Standard (Gray,20\\\"x26\\\")\", \"asin\": \"B07PP43YJS\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"DuShow Floral Pillowcase Standard Size for Hair and Skin,Blue Satin Pillowcases Standard Size Set of 2,Soft and Cozy,Silky Floral Pillow Covers with Zipper Closure(Blue,20\\\"X26\\\")\", \"asin\": \"B08H5HJVXR\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 17 left in stock - order soon.\"},\n {\"title\": \"100% Cotton Pillowcases Set of 2 Standard Size 20\\\"x26\\\" Lavender Floral Printed Flower Pillow Cases Soft Breathable Cooling Pillowcase Decorative Pillow Shams\", \"asin\": \"B0D5D43JZ7\", \"price\": \"$14.98\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter Only 1 left in stock - order soon.\"},\n {\"title\": \"uxcell Pillow Shams 2 Pack Soft Brushed Microfiber Pillowcases Weave for 90 GSM Ployester, Wrinkle, Fade, Standard(20\\\"x26\\\") Lavender\", \"asin\": \"B07S5BW4XW\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 4 left in stock - order soon.\"},\n {\"title\": \"YuHeGuoJi Brown Aztec Pillow Cases Queen 100% Cotton Vintage Boho Pillowcases Set of 2 Bohemian Geometric Decorative Pillow Covers with Envelope Closure Tribal Triangle Pillow Protector 2 Pack 20\\\"x26\\\"\", \"asin\": \"B0CPPP7C4R\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"100% Cotton Duvet Cover Queen Size - Reversible Olive Green Duvet Cover Set with Button Closure, Gradient Green Bedding Set 3 Pcs, 1 Duvet Cover 90\\\"x90\\\" with 4 Corner Ties and 2 Pillow Shams 20\\\"x26\\\"\", \"asin\": \"B0C1932D7K\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 Only 3 left in stock - order soon.\"},\n {\"title\": \"karever White Grid Pillowcases 2 Packs Black White Plaid Pillow Covers Large Lattice Envelope Pillow Shams for Boys Girls Teens Adult White Checkered Bed Pillow Pillowcases Standard 20\\\"x26\\\"\", \"asin\": \"B07VCQBVWP\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Floral Ruffle Pillow Shams Country Chic Beige Garden Flowers Pillowcases Pillow Cover Standard Size Set of 2-20\\\"x26\\\"\", \"asin\": \"B0D5LM4XTY\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter Only 4 left in stock - order soon.\"},\n {\"title\": \"Standard Pillow Shams Set of 2 White 550 Thread Count Super Soft Standard Size Pillow Shams 20\\\"x26\\\" 100% Egyptian Cotton Gorgeous Decorative Bed Pillow Cover (Standard 20\\\"x26\\\", White Solid)\", \"asin\": \"B07KLZ7WZW\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Southshore Fine Living, Inc. Blue Pillow Covers 20\\\"x26\\\", Decorative Pillow Shams Standard Size Set of 2, Fits Twin/Full/Queen Bed, Quilted Pillow Shams Complement Quilt Set, Steel Blue\", \"asin\": \"B0763FDB8T\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Juwenin Bedding,Luxury Satin Pillowcase with Zipper (Silky Satin Pillow Case for Hair) Set of 2 (Black, Standard(20''x26''))\", \"asin\": \"B0774SPVLB\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"2-Pack Bright White Pillow Shams Pillowcases with Lace and Ruffles Cotton Standard Twin Size 20\\\"X26\\\" Shabby Chic\", \"asin\": \"B09NLR4LMM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 19 left in stock - order soon.\"},\n {\"title\": \"Uhamho Set of 2 Standard Pillowcases Faux Fur Throw Pillow Covers Shams Soft Velvet Decorative Zipper Closure (Navy, 20\\\"x26\\\")\", \"asin\": \"B07Y9M4Q5V\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 20 left in stock - order soon.\"},\n {\"title\": \"BlessLiving Boho Satin Pillowcase Tye Dye Pillowcases Set of 2 Silky Pillow Cases for Women Girls 2 Pack Colorful Pillowcase with Envelope Closure Standard(20''x26'')\", \"asin\": \"B09G5TMVFR\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery May 2 - 13\"},\n {\"title\": \"uxcell Pillowcases Weave from 100% Egyptian Cotton, Breathable Soft Pillow Cases with Zipper Closure, 2 Pcs Orange Pillow Covers Standard Size - 20\\\"x26\\\"\", \"asin\": \"B0756WKZ57\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"XZ XIFA Standard Pillowcases - 2 Pack - Envelope Closure - 100% Natural Washed French Flax, Breathable, Durable, Textured Pillow Covers 20\\\"x26\\\"(Standard, Linen/Natural Linen)\", \"asin\": \"B0CXHQMBTP\", \"price\": \"$22.59\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"NSNLGSGC Sage Green Ruffled Plaid Gingham Standard Size Pillow Shams 20\\\"x26\\\", Set of 2 Checked Pre-Washed Microfiber Farmhouse Pillowcases for Bed/Sofa (20\\\"x26\\\", Sage Green Gingham)\", \"asin\": \"B0DQV882KK\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Rose Floral Pillow Shams with Long Ruffles Vintage Cotton Pillowcases French Country Pillow Covers Standard Size 20\\\"X26\\\" Farmhouse 2-Pack\", \"asin\": \"B09VSS4637\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Aiking Home Luxury Shiny Satin Pillowcases (Pack of 2), Size 20''x26'', Standard-Plum\", \"asin\": \"B06XGTFSJG\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Fri, Apr 18 Only 3 left in stock - order soon.\"},\n {\"title\": \"Satin Pillowcase for Hair and Skin, Western Texas Pentagram on Rustic Wooden Borad Silky Pillow Cases Standard Size with Zipper 2 Pack Soft Cooling Pillow Cover for Women Men, 20''x26''\", \"asin\": \"B0DGXDSGXY\", \"price\": \"$29.99\", \"delivery\": \"$5 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Lekesky Queen Duvet Cover Set - Reversible Flower Floral Duvet Cover Queen Size, 3 Pieces Soft Microfiber Vintage White Bedding Comforter Cover, 1 Duvet Cover 90\\\"x90\\\" and 2 Pillowcases 20\\\"x26\\\"\", \"asin\": \"B0DK1Y737Z\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"ROYALE LINENS 300 Thread Count 100% Long Staple Combed Cotton Pillowcases Set of 2 - Ultra Soft - Standard Bed Pillow Cover - 20\\\"x26\\\" - Breathable, Cool & Crisp Percale Pillow Case (Std, Lake Blue)\", \"asin\": \"B0CDSHF769\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Twin Unicorn Comforters for Boys,2 Pieces Kids Unicorn Bedding Kids Comforter Sets, Super Soft Lightweight for All Seasons,Includes 1 Comforter (66\\\"x86\\\") and 1 Pillowcase (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0CGR8L7JB\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 13 left in stock - order soon.\"},\n {\"title\": \"Kickoff Viscose Bamboo Pillowcase, Standard, Set of 2, 100% Organic Hidden Zippered Viscose Bamboo Pillow Case Standard Size, Cooling Pillow Cover for Hot Sleepers (20\\\"x26\\\" Coastal Blue)\", \"asin\": \"B0CKS3R7T3\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Lekesky Grey Duvet Cover Queen Size, Abstract Geometric Print Queen Comforter Cover, 3 Pieces Soft Microfiber Modern Bedding Set with 2 Pillowcases 20\\\"x26\\\" (No Comforter)\", \"asin\": \"B0DK1WJCW1\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"Bedding Duvet Cover Sets Quilt Cover Full Size 3 Pieces Cartoon Anime Girl Print 1 Duvet Cover with Zipper 80\\\"x90\\\" 2 Pillow Shams 20\\\"x26\\\" Soft and Breathable Microfiber Bedding\", \"asin\": \"B0DYDNRPZQ\", \"price\": \"$54.89\", \"delivery\": \"$6.89 delivery Apr 24 - May 2\"},\n {\"title\": \"FLXXIE 2 Pack Zipped Satin Standard Pillowcases for Hair and Skin, Silky and Super Soft (20\\\"x26\\\") Zippered Satin Pillow Cases, Pink, 20x26 Inches\", \"asin\": \"B07MDW3XJ9\", \"price\": \"$11.95\", \"delivery\": \"FREE delivery Fri, Apr 18\"},\n {\"title\": \"BlessLiving Satin Gun Pillowcase, 2 Pack Silky Pillow Cases for Girlfriend, Boyfriend, Wife, Husband, I Love You I Know, Soft Silk Funny Pillow Cover with Envelope Closure (Standard(20''x26''))\", \"asin\": \"B09G5TXK7W\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery May 2 - 13\"},\n {\"title\": \"100% Cotton Classic Pillow Protectors with Invisible Zipper, 600 Thread Count Sateen Weave Soft and Breathable Pillow Cases, Protect Pillows from Dirt, Dust and Debris (Standard, 20\\\"x26\\\", Set of 2)\", \"asin\": \"B0DKF7HMBQ\", \"price\": \"$13.49\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedding Duvet Cover Full Size Set - Butterflies Gold Prints Vintage Soft Comforter Cover Set with Zipper Closure, 3 Pieces, 1 Duvet Cover 80\\\"x90\\\" + 2 Pillowcases 20\\\"x26\\\"\", \"asin\": \"B0DJ4G62JQ\", \"price\": \"$54.99\", \"delivery\": \"$19.28 delivery Apr 23 - May 7\"},\n {\"title\": \"HOMFINE Cooling Pillowcases Standard Size - Double Side Q-Max 0.439 Cooling Fiber for Pillow Protector, Breathable Cold Pillow Cover for Hot Sleeper Night Sweat, Hidden Zipper, 2 Pack (20\\\"x26\\\", Pink)\", \"asin\": \"B0DJ79GQP7\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ROYALE LINENS 300 Thread Count 100% Long Staple Combed Cotton Pillowcases Set of 2 - Ultra Soft - Standard Bed Pillow Cover - 20\\\"x26\\\" - Breathable, Cool & Crisp Percale Navy Pillow Cases (Std, Navy)\", \"asin\": \"B0CDSCBHF6\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:01:41.195Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:01:41.195Z	click	other	rule	2025-04-08T23:01:41.195Z	train	275	2025-04-08T23:01:41.195Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "20 x26 pillow 2 pack" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. 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order soon."}, {"title": "Lekesky Grey Duvet Cover Queen Size, Abstract Geometric Print Queen Comforter Cover, 3 Pieces Soft Microfiber Modern Bedding Set with 2 Pillowcases 20\"x26\" (No Comforter)", "asin": "B0DK1WJCW1", "price": "$28.49", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon."}, {"title": "Bedding Duvet Cover Sets Quilt Cover Full Size 3 Pieces Cartoon Anime Girl Print 1 Duvet Cover with Zipper 80\"x90\" 2 Pillow Shams 20\"x26\" Soft and Breathable Microfiber Bedding", "asin": "B0DYDNRPZQ", "price": "$54.89", "delivery": "$6.89 delivery Apr 24 - May 2"}, {"title": "FLXXIE 2 Pack Zipped Satin Standard Pillowcases for Hair and Skin, Silky and Super Soft (20\"x26\") Zippered Satin Pillow Cases, Pink, 20x26 Inches", "asin": "B07MDW3XJ9", "price": "$11.95", "delivery": "FREE delivery Fri, Apr 18"}, {"title": "BlessLiving Satin Gun Pillowcase, 2 Pack Silky Pillow Cases for Girlfriend, Boyfriend, Wife, Husband, I Love You I Know, Soft Silk Funny Pillow Cover with Envelope Closure (Standard(20''x26''))", "asin": "B09G5TXK7W", "price": "$10.99", "delivery": "FREE delivery May 2 - 13"}, {"title": "100% Cotton Classic Pillow Protectors with Invisible Zipper, 600 Thread Count Sateen Weave Soft and Breathable Pillow Cases, Protect Pillows from Dirt, Dust and Debris (Standard, 20\"x26\", Set of 2)", "asin": "B0DKF7HMBQ", "price": "$13.49", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bedding Duvet Cover Full Size Set - Butterflies Gold Prints Vintage Soft Comforter Cover Set with Zipper Closure, 3 Pieces, 1 Duvet Cover 80\"x90\" + 2 Pillowcases 20\"x26\"", "asin": "B0DJ4G62JQ", "price": "$54.99", "delivery": "$19.28 delivery Apr 23 - May 7"}, {"title": "HOMFINE Cooling Pillowcases Standard Size - Double Side Q-Max 0.439 Cooling Fiber for Pillow Protector, Breathable Cold Pillow Cover for Hot Sleeper Night Sweat, Hidden Zipper, 2 Pack (20\"x26\", Pink)", "asin": "B0DJ79GQP7", "price": "$19.99", "delivery": "Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "ROYALE LINENS 300 Thread Count 100% Long Staple Combed Cotton Pillowcases Set of 2 - Ultra Soft - Standard Bed Pillow Cover - 20\"x26\" - Breathable, Cool & Crisp Percale Navy Pillow Cases (Std, Navy)", "asin": "B0CDSCBHF6", "price": "$9.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "LANE LINEN Standard Pillows Set of 2 (20\"x26\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White", "asin": "B0BFKYH2R2", "price": "$24.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey", "asin": "B0C1JHW1WQ", "price": "$16.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)", "asin": "B0BYYGKJFK", "price": "$17.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"}, {"title": "Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft", "asin": "B012P5QCQ8", "price": "$19.99", "delivery": "Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:01:41.195Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 275, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": 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order soon.\"},\n {\"title\": \"karever White Grid Pillowcases 2 Packs Black White Plaid Pillow Covers Large Lattice Envelope Pillow Shams for Boys Girls Teens Adult White Checkered Bed Pillow Pillowcases Standard 20\\\"x26\\\"\", \"asin\": \"B07VCQBVWP\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Floral Ruffle Pillow Shams Country Chic Beige Garden Flowers Pillowcases Pillow Cover Standard Size Set of 2-20\\\"x26\\\"\", \"asin\": \"B0D5LM4XTY\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter Only 4 left in stock - order soon.\"},\n {\"title\": \"Standard Pillow Shams Set of 2 White 550 Thread Count Super Soft Standard Size Pillow Shams 20\\\"x26\\\" 100% Egyptian Cotton Gorgeous Decorative Bed Pillow Cover (Standard 20\\\"x26\\\", White Solid)\", \"asin\": \"B07KLZ7WZW\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Southshore Fine Living, Inc. Blue Pillow Covers 20\\\"x26\\\", Decorative Pillow Shams Standard Size Set of 2, Fits Twin/Full/Queen Bed, Quilted Pillow Shams Complement Quilt Set, Steel Blue\", \"asin\": \"B0763FDB8T\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 11 left in stock - order soon.\"},\n {\"title\": \"Juwenin Bedding,Luxury Satin Pillowcase with Zipper (Silky Satin Pillow Case for Hair) Set of 2 (Black, Standard(20''x26''))\", \"asin\": \"B0774SPVLB\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"2-Pack Bright White Pillow Shams Pillowcases with Lace and Ruffles Cotton Standard Twin Size 20\\\"X26\\\" Shabby Chic\", \"asin\": \"B09NLR4LMM\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 19 left in stock - order soon.\"},\n {\"title\": \"Uhamho Set of 2 Standard Pillowcases Faux Fur Throw Pillow Covers Shams Soft Velvet Decorative Zipper Closure (Navy, 20\\\"x26\\\")\", \"asin\": \"B07Y9M4Q5V\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 20 left in stock - order soon.\"},\n {\"title\": \"BlessLiving Boho Satin Pillowcase Tye Dye Pillowcases Set of 2 Silky Pillow Cases for Women Girls 2 Pack Colorful Pillowcase with Envelope Closure Standard(20''x26'')\", \"asin\": \"B09G5TMVFR\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery May 2 - 13\"},\n {\"title\": \"uxcell Pillowcases Weave from 100% Egyptian Cotton, Breathable Soft Pillow Cases with Zipper Closure, 2 Pcs Orange Pillow Covers Standard Size - 20\\\"x26\\\"\", \"asin\": \"B0756WKZ57\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"XZ XIFA Standard Pillowcases - 2 Pack - Envelope Closure - 100% Natural Washed French Flax, Breathable, Durable, Textured Pillow Covers 20\\\"x26\\\"(Standard, Linen/Natural Linen)\", \"asin\": \"B0CXHQMBTP\", \"price\": \"$22.59\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"NSNLGSGC Sage Green Ruffled Plaid Gingham Standard Size Pillow Shams 20\\\"x26\\\", Set of 2 Checked Pre-Washed Microfiber Farmhouse Pillowcases for Bed/Sofa (20\\\"x26\\\", Sage Green Gingham)\", \"asin\": \"B0DQV882KK\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 5 left in stock - order soon.\"},\n {\"title\": \"Rose Floral Pillow Shams with Long Ruffles Vintage Cotton Pillowcases French Country Pillow Covers Standard Size 20\\\"X26\\\" Farmhouse 2-Pack\", \"asin\": \"B09VSS4637\", \"price\": \"$27.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon Only 1 left in stock - order soon.\"},\n {\"title\": \"Aiking Home Luxury Shiny Satin Pillowcases (Pack of 2), Size 20''x26'', Standard-Plum\", \"asin\": \"B06XGTFSJG\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Fri, Apr 18 Only 3 left in stock - order soon.\"},\n {\"title\": \"Satin Pillowcase for Hair and Skin, Western Texas Pentagram on Rustic Wooden Borad Silky Pillow Cases Standard Size with Zipper 2 Pack Soft Cooling Pillow Cover for Women Men, 20''x26''\", \"asin\": \"B0DGXDSGXY\", \"price\": \"$29.99\", \"delivery\": \"$5 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"Lekesky Queen Duvet Cover Set - Reversible Flower Floral Duvet Cover Queen Size, 3 Pieces Soft Microfiber Vintage White Bedding Comforter Cover, 1 Duvet Cover 90\\\"x90\\\" and 2 Pillowcases 20\\\"x26\\\"\", \"asin\": \"B0DK1Y737Z\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Arrives before Easter\"},\n {\"title\": \"ROYALE LINENS 300 Thread Count 100% Long Staple Combed Cotton Pillowcases Set of 2 - Ultra Soft - Standard Bed Pillow Cover - 20\\\"x26\\\" - Breathable, Cool & Crisp Percale Pillow Case (Std, Lake Blue)\", \"asin\": \"B0CDSHF769\", \"price\": \"$10.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Twin Unicorn Comforters for Boys,2 Pieces Kids Unicorn Bedding Kids Comforter Sets, Super Soft Lightweight for All Seasons,Includes 1 Comforter (66\\\"x86\\\") and 1 Pillowcase (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0CGR8L7JB\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 13 left in stock - order soon.\"},\n {\"title\": \"Kickoff Viscose Bamboo Pillowcase, Standard, Set of 2, 100% Organic Hidden Zippered Viscose Bamboo Pillow Case Standard Size, Cooling Pillow Cover for Hot Sleepers (20\\\"x26\\\" Coastal Blue)\", \"asin\": \"B0CKS3R7T3\", \"price\": \"$26.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 7 left in stock - order soon.\"},\n {\"title\": \"Lekesky Grey Duvet Cover Queen Size, Abstract Geometric Print Queen Comforter Cover, 3 Pieces Soft Microfiber Modern Bedding Set with 2 Pillowcases 20\\\"x26\\\" (No Comforter)\", \"asin\": \"B0DK1WJCW1\", \"price\": \"$28.49\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon Only 12 left in stock - order soon.\"},\n {\"title\": \"Bedding Duvet Cover Sets Quilt Cover Full Size 3 Pieces Cartoon Anime Girl Print 1 Duvet Cover with Zipper 80\\\"x90\\\" 2 Pillow Shams 20\\\"x26\\\" Soft and Breathable Microfiber Bedding\", \"asin\": \"B0DYDNRPZQ\", \"price\": \"$54.89\", \"delivery\": \"$6.89 delivery Apr 24 - May 2\"},\n {\"title\": \"FLXXIE 2 Pack Zipped Satin Standard Pillowcases for Hair and Skin, Silky and Super Soft (20\\\"x26\\\") Zippered Satin Pillow Cases, Pink, 20x26 Inches\", \"asin\": \"B07MDW3XJ9\", \"price\": \"$11.95\", \"delivery\": \"FREE delivery Fri, Apr 18\"},\n {\"title\": \"BlessLiving Satin Gun Pillowcase, 2 Pack Silky Pillow Cases for Girlfriend, Boyfriend, Wife, Husband, I Love You I Know, Soft Silk Funny Pillow Cover with Envelope Closure (Standard(20''x26''))\", \"asin\": \"B09G5TXK7W\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery May 2 - 13\"},\n {\"title\": \"100% Cotton Classic Pillow Protectors with Invisible Zipper, 600 Thread Count Sateen Weave Soft and Breathable Pillow Cases, Protect Pillows from Dirt, Dust and Debris (Standard, 20\\\"x26\\\", Set of 2)\", \"asin\": \"B0DKF7HMBQ\", \"price\": \"$13.49\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bedding Duvet Cover Full Size Set - Butterflies Gold Prints Vintage Soft Comforter Cover Set with Zipper Closure, 3 Pieces, 1 Duvet Cover 80\\\"x90\\\" + 2 Pillowcases 20\\\"x26\\\"\", \"asin\": \"B0DJ4G62JQ\", \"price\": \"$54.99\", \"delivery\": \"$19.28 delivery Apr 23 - May 7\"},\n {\"title\": \"HOMFINE Cooling Pillowcases Standard Size - Double Side Q-Max 0.439 Cooling Fiber for Pillow Protector, Breathable Cold Pillow Cover for Hot Sleeper Night Sweat, Hidden Zipper, 2 Pack (20\\\"x26\\\", Pink)\", \"asin\": \"B0DJ79GQP7\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Fri, Apr 11 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"ROYALE LINENS 300 Thread Count 100% Long Staple Combed Cotton Pillowcases Set of 2 - Ultra Soft - Standard Bed Pillow Cover - 20\\\"x26\\\" - Breathable, Cool & Crisp Percale Navy Pillow Cases (Std, Navy)\", \"asin\": \"B0CDSCBHF6\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"LANE LINEN Standard Pillows Set of 2 (20\\\"x26\\\") - Soft Gusseted Pillow for Back, Stomach or Side Sleepers - Hotel Quality Down Alternative Bed Pillows Standard Size Set of 2 - White\", \"asin\": \"B0BFKYH2R2\", \"price\": \"$24.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Filling, Pillow for Back, Stomach or Side Sleepers Grey\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 9 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"},\n {\"title\": \"Digital Decor 100% Cotton Hotel Pillows, U.S. Made Hypoallergenic Pillows with Down Alternative Fiber Fill for Side & Back Sleepers, Set of 2, Three Comfort Levels, (Soft, Medium, Firm) Soft\", \"asin\": \"B012P5QCQ8\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Thu, Apr 10 Or Non-members get FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:01:41.195Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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It is highly recommended as a good gift for your parents, family and friends. \\ud83d\\udc49 [ MATERIAL OF FILLING ] - Pillow core made of down-like microfiber , This pillow certified by premium CertiPUR-US & GREENGUARD Gold, No Odor peculiar smell and No irritation, The perfect balance between fluffy and support to provide the which makes the pillows supportive and cozy. \\ud83d\\udc49 [ PROVIDE EXCELLENT SUPPORT ] - These set of 2 pillows are made with a great balance of supple softness and plump firmness, providing adequate support to your head, neck and shoulders, So it can keep your head will not sink right down to the mattress. \\ud83d\\udc49 [ SOFT AND FLUFFY ] - Whether you are a side sleeper, or back sleeper, and even some stomach sleeper. 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Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping King Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DS9ZNYW\", \"price\": \"$23.36\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Standard/Queen Size (White), Set of 4, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B0DR9521FB\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"HIMOON\\u00a0Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\"},\n {\"title\": \"HIMOON\\u00a0Bed Pillows for Sleeping 4 Pack,Standard Size Cooling Pillows Set of 4,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B0CQKXY2FP\", \"price\": \"$33.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B08CRKZTG7\", \"price\": \"$24.49\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B0B8CZ98Q6\", \"price\": \"$25.59\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:00.958Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:00.958Z	purchase	B08953WD16	rule	2025-04-08T23:04:00.958Z	train	276	2025-04-08T23:04:00.958Z	purchase	B08953WD16	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "20 x26 pillow 2 pack" } ], "cart_items": [ {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "price": "$16.99", "quantity": "1"}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "price": "$18.89", "quantity": "1"}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "price": "$11.92", "quantity": "1"}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "price": "$24.26", "quantity": "1"}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "price": "$9.99", "quantity": "1"}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "price": "$15.19", "quantity": "1"}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "price": "$23.68", "quantity": "1"}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "price": "$5.99", "quantity": "1"}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "price": "$9.99", "quantity": "1"}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "price": "$4.94", "quantity": "1"}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "price": "$3.97", "quantity": "2"}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "price": "$3.94", "quantity": "1"}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "price": "$8.99", "quantity": "1"}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "price": "$11.47", "quantity": "1"}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "price": "$13.59", "quantity": "1"}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "price": "$14.37", "quantity": "1"}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "price": "$18.15", "quantity": "1"}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "price": "$16.09", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "price": "$12.98", "quantity": "1"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "price": "$12.98", "quantity": "1"}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "price": "$11.97", "quantity": "1"}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "$19.98", "quantity": "1"}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "price": "$9.98", "quantity": "1"}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "price": "$12.97", "quantity": "1"}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "price": "$4.86", "quantity": "1"}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "price": "$11.97", "quantity": "1"}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "price": "$16.99", "quantity": "1"}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "price": "$8.98", "quantity": "1"}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "price": "$12.97", "quantity": "1"}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "price": "$19.94", "quantity": "1"}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "price": "$15.19", "quantity": "1"}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "price": "$8.99", "quantity": "1"}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "price": "$100.00"}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "price": "$39.00", "quantity": "1"}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "price": "$13.00", "quantity": "1"}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "price": "$82.00", "quantity": "1"}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "price": "$14.99", "quantity": "1"}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "price": "$35.63", "quantity": "1"}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)", "asin": "B074KJ289G", "price": "$10.99", "quantity": "1"}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "price": "$39.00", "quantity": "1"}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "price": "$7.99", "quantity": "1"}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "price": "$31.99", "quantity": "1"}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "price": "$28.99", "quantity": "1"}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "price": "$19.99", "quantity": "1"}, {"title": "Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid", "asin": "B01NBFHFZN", "price": "$6.97"}, {"title": "Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)", "asin": "B007L0DPE0", "price": "$10.98"}, {"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count", "asin": "B017PCGABI", "price": "$8.97"} ], "product_details": [ { "asin": "B08953WD16" }, { "title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers" }, { "price": "$16.99" }, { "bullet_list": "\ud83d\udc49 [ LUXURY FABRICS ] - The skin-friendly soft cover is made of 100% Microfiber fabric material, Nice sleeping pillow in your life. It is highly recommended as a good gift for your parents, family and friends. \ud83d\udc49 [ MATERIAL OF FILLING ] - Pillow core made of down-like microfiber , This pillow certified by premium CertiPUR-US & GREENGUARD Gold, No Odor peculiar smell and No irritation, The perfect balance between fluffy and support to provide the which makes the pillows supportive and cozy. \ud83d\udc49 [ PROVIDE EXCELLENT SUPPORT ] - These set of 2 pillows are made with a great balance of supple softness and plump firmness, providing adequate support to your head, neck and shoulders, So it can keep your head will not sink right down to the mattress. \ud83d\udc49 [ SOFT AND FLUFFY ] - Whether you are a side sleeper, or back sleeper, and even some stomach sleeper. These pillows have a high loft, Great for all sleeping styles , They will give you great support for your neck and shoulder, Comfortable and cooling pillow. \ud83d\udc49 [ AFTER SALES POLICY ] - We believe in our products so much, We also provide the best experience to customer, that you can buy with confidence, If Your Sleeping Experience with this Fluffy Bed Pillow is not Absolutely Exceptional, Simply Contact Us for fully refund." } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Color": "Gray" }, { "Size": "Standard" } ], "promotion_items": [ {"title": "Utopia Bedding Bed Pillows for Sleeping King Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DS9ZNYW", "price": "$23.36", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Standard/Queen Size (White), Set of 4, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "B0DR9521FB", "price": "$29.99", "quantity": ""}, {"title": "Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, ...", "asin": "B0CFR2VN98", "price": "$21.99", "quantity": ""}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...", "asin": "B0C1JHW1WQ", "price": "$16.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "Glaciman Standard Size Bed Pillows for Sleeping Set of 2, Hotel Quality Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\uff0c20X26 inches", "asin": "B0BPBZ6L5P", "price": "$24.99", "quantity": ""}, {"title": "Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers", "asin": "B08V1277FB", "price": "$25.99", "quantity": ""}, {"title": "Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers", "asin": "B08HVJQ2YP", "price": "$18.68", "quantity": ""}, {"title": "CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)", "asin": "B0BYYGKJFK", "price": "$17.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches", "asin": "B07LCKK117", "price": "$18.99", "quantity": ""}, {"title": "JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers", "asin": "B0D8KNW7NM", "price": "$17.99", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping King Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B08DS9ZNYW", "price": "$23.36", "quantity": ""}, {"title": "Utopia Bedding Bed Pillows for Sleeping Standard/Queen Size (White), Set of 4, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "B0DR9521FB", "price": "$29.99", "quantity": ""}, {"title": "Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...", "asin": "B0C1JHW1WQ", "price": "$16.99", "quantity": ""} ], "comparison_items": [ {"title": "HIMOON\u00a0Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "price": "$16.99"}, {"title": "HIMOON\u00a0Bed Pillows for Sleeping 4 Pack,Standard Size Cooling Pillows Set of 4,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B0CQKXY2FP", "price": "$33.99"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers", "asin": "B08CRKZTG7", "price": "$24.49"}, {"title": "Utopia Bedding\u00a0Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers", "asin": "B0B8CZ98Q6", "price": "$25.59"}, {"title": "HAODEMI\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches", "asin": "B0CNTBJC2X", "price": "$21.35"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:00.958Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>purchase</answer_action><answer_argument>B08953WD16</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>purchase</answer_action><answer_argument>B08953WD16</answer_argument>", "index": 276, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"20 x26 pillow 2 pack\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"price\": \"$18.89\", \"quantity\": \"1\"},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"price\": \"$11.92\", \"quantity\": \"1\"},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"price\": \"$24.26\", \"quantity\": \"1\"},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"price\": \"$23.68\", \"quantity\": \"1\"},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"price\": \"$5.99\", \"quantity\": \"1\"},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"price\": \"$9.99\", \"quantity\": \"1\"},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"price\": \"$4.94\", \"quantity\": \"1\"},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"price\": \"$3.97\", \"quantity\": \"2\"},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"price\": \"$3.94\", \"quantity\": \"1\"},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"price\": \"$11.47\", \"quantity\": \"1\"},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"price\": \"$13.59\", \"quantity\": \"1\"},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"price\": \"$14.37\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"price\": \"$18.15\", \"quantity\": \"1\"},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"price\": \"$16.09\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"price\": \"$12.98\", \"quantity\": \"1\"},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"price\": \"$19.98\", \"quantity\": \"1\"},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"price\": \"$9.98\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"price\": \"$4.86\", \"quantity\": \"1\"},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"price\": \"$11.97\", \"quantity\": \"1\"},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"price\": \"$8.98\", \"quantity\": \"1\"},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"price\": \"$12.97\", \"quantity\": \"1\"},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"price\": \"$19.94\", \"quantity\": \"1\"},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"price\": \"$15.19\", \"quantity\": \"1\"},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"price\": \"$8.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"price\": \"$100.00\"},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"price\": \"$13.00\", \"quantity\": \"1\"},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"price\": \"$82.00\", \"quantity\": \"1\"},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"price\": \"$14.99\", \"quantity\": \"1\"},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"price\": \"$35.63\", \"quantity\": \"1\"},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs*180ML)\", \"asin\": \"B074KJ289G\", \"price\": \"$10.99\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"price\": \"$31.99\", \"quantity\": \"1\"},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"price\": \"$28.99\", \"quantity\": \"1\"},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n {\"title\": \"Lysol Disinfectant Laundry Sanitizer & Scent Booster, Laundry Detergent Additive, Color Safe Bleach Alternative, Laundry Odor Eliminator, Kills Bacteria & Viruses, Crisp Linen Scent, 41 Fl Oz Liquid\", \"asin\": \"B01NBFHFZN\", \"price\": \"$6.97\"},\n {\"title\": \"Vitafusion Womens Multivitamin Gummies, Berry Flavored Daily Vitamins for Women With Vitamins A,C,D,E,B-6 and B-12, America\\u2019s Number 1 Gummy Vitamin Brand, 75 Days Supply, 150 Count (Package May Vary)\", \"asin\": \"B007L0DPE0\", \"price\": \"$10.98\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 1 Count\", \"asin\": \"B017PCGABI\", \"price\": \"$8.97\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B08953WD16\"\n},\n {\n \"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"\\ud83d\\udc49 [ LUXURY FABRICS ] - The skin-friendly soft cover is made of 100% Microfiber fabric material, Nice sleeping pillow in your life. It is highly recommended as a good gift for your parents, family and friends. \\ud83d\\udc49 [ MATERIAL OF FILLING ] - Pillow core made of down-like microfiber , This pillow certified by premium CertiPUR-US & GREENGUARD Gold, No Odor peculiar smell and No irritation, The perfect balance between fluffy and support to provide the which makes the pillows supportive and cozy. \\ud83d\\udc49 [ PROVIDE EXCELLENT SUPPORT ] - These set of 2 pillows are made with a great balance of supple softness and plump firmness, providing adequate support to your head, neck and shoulders, So it can keep your head will not sink right down to the mattress. \\ud83d\\udc49 [ SOFT AND FLUFFY ] - Whether you are a side sleeper, or back sleeper, and even some stomach sleeper. These pillows have a high loft, Great for all sleeping styles , They will give you great support for your neck and shoulder, Comfortable and cooling pillow. \\ud83d\\udc49 [ AFTER SALES POLICY ] - We believe in our products so much, We also provide the best experience to customer, that you can buy with confidence, If Your Sleeping Experience with this Fluffy Bed Pillow is not Absolutely Exceptional, Simply Contact Us for fully refund.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Gray\"\n},\n {\n \"Size\": \"Standard\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping King Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DS9ZNYW\", \"price\": \"$23.36\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Standard/Queen Size (White), Set of 4, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B0DR9521FB\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Down Alternative Bed Pillows for Sleeping, King Set of 2, Cotton Breathable Cover, ...\", \"asin\": \"B0CFR2VN98\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Glaciman Standard Size Bed Pillows for Sleeping Set of 2, Hotel Quality Pillows 2 Pack for Side and Back Sleepers, Breathable Cover and Down Alternative Filling, Navy Blue Piping\\uff0c20X26 inches\", \"asin\": \"B0BPBZ6L5P\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Gehannah Bed Pillows for Sleeping, Luxury Plush Soft Pillow with Home and Hotel, Breathable Microfiber Cover Skin-Friendly Pillows for Side Back Sleepers\", \"asin\": \"B08V1277FB\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Pillows Queen Size Set of 2 - Queen Pillows 2 Pack Hotel Quality Bed Pillows for Sleeping Soft and Supportive Pillows for Side, Back Sleepers\", \"asin\": \"B08HVJQ2YP\", \"price\": \"$18.68\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Pillows Queen Size Set of 2, Hotel Quality Bed Pillows for Sleeping 2 Pack, Cooling Pillows for Side Back and Stomach Sleepers, Down Alternative Luxury Soft Supportive Fluffy Pillows (18x28)\", \"asin\": \"B0BYYGKJFK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Full Pillow 2 Pack for Side and Back Sleepers, Down Alternative Hotel Collection Sleeping Pillows, 26x20 Inches\", \"asin\": \"B07LCKK117\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"JOLLYVOGUE Bed Pillows Standard Size Set of 2, Cooling and Supportive Bed Pillows with Super Soft Down Alternative Fill, Luxury Fluffy Hotel Quality for Side, Back, and Stomach Sleepers\", \"asin\": \"B0D8KNW7NM\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping King Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B08DS9ZNYW\", \"price\": \"$23.36\", \"quantity\": \"\"},\n {\"title\": \"Utopia Bedding Bed Pillows for Sleeping Standard/Queen Size (White), Set of 4, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B0DR9521FB\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bed Pillows for Sleeping 2 Pack, Standard Size Pillows Set of 2,Down Alternative Fi...\", \"asin\": \"B0C1JHW1WQ\", \"price\": \"$16.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"HIMOON\\u00a0Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"price\": \"$16.99\"},\n {\"title\": \"HIMOON\\u00a0Bed Pillows for Sleeping 4 Pack,Standard Size Cooling Pillows Set of 4,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B0CQKXY2FP\", \"price\": \"$33.99\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, for Back, Stomach or Side Sleepers\", \"asin\": \"B08CRKZTG7\", \"price\": \"$24.49\"},\n {\"title\": \"Utopia Bedding\\u00a0Bed Pillows for Sleeping Standard Size (White), Set of 2, Cooling Hotel Quality, Gusseted Pillow for Back, Stomach or Side Sleepers\", \"asin\": \"B0B8CZ98Q6\", \"price\": \"$25.59\"},\n {\"title\": \"HAODEMI\\u00a0Bed Pillows for Sleeping, 2 Pack, Cooling Hotel Quality Quality with Premium Soft Down Alternative Fill for Back, Stomach or Side Sleepers,17x26Inches\", \"asin\": \"B0CNTBJC2X\", \"price\": \"$21.35\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:00.958Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 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4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:07.171Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:07.171Z	click	cart_side_bar	rule	2025-04-08T23:04:07.171Z	train	277	2025-04-08T23:04:07.171Z	click	cart_side_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": 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What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\" x 90\") and 2 pillow shams (20\" x 26\" + 2\")" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "Queen" }, { "Color": "05 - Beige" } ], "promotion_items": [ {"title": "Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "13ba808a", "price": "$28.49", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "77b7226a", "price": "$30.39", "quantity": ""}, {"title": "Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket", "asin": "/promo/AD3TTLBS2JOMG", "price": "$33.99", "quantity": ""}, {"title": "ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "/promo/A12CWCTAJ7FFCT", "price": "$29.99", "quantity": ""}, {"title": "Bedsure Queen Comforter Set - 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Soft Double Brushed Bedding Set with Zipper Closure, 6 Pieces, Includes 1 Duvet Cover, 1 Fitted Sheet, 2 Pillow Shams, 2 Pillowcases, NO Comforter, White", "asin": "07144d30", "price": "$31.25", "quantity": ""}, {"title": "Bedsure California King Comforter Set - 7 Pieces Reversible Grey Bedding, California King Size Bed Set for All Seasons, Bed in a Bag with Down Alternative Comforter, Sheets, Pillowcases & Shams", "asin": "b3df17c9", "price": "$49.98", "quantity": ""}, {"title": "Bedsure Boho Duvet Cover Queen Size - Boho Bedding, Tufted Queen Duvet Cover for All Seasons, 3 Pieces Embroidery Shabby Chic Home Bedding,Comforter Not Included (White, 90\" x 90\")", "asin": "98c55944", "price": "$29.69", "quantity": ""} ], "comparison_items": [ {"title": "Bedsure\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "price": "$22.99"}, {"title": "Bedsure\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\"x90\") and 2 Pillowcases (20\"x26\")", "asin": "B0CGLP3QSF", "price": "$28.49"}, {"title": "ROSGONIA\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt", "asin": "B08YXKR996", "price": "$29.99"}, {"title": "Bedsure\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow", "asin": "B0C27JYSJP", "price": "$30.39"}, {"title": "Basic Beyond\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding", "asin": "B0CSYVHZZV", "price": "$25.99"}, {"title": "weigelia\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases", "asin": "B0BVLW9CWW", "price": "$34.99"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:07.171Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>", "index": 277, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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Its premium microfiber filling provides a cloud-like comfort for coziness year round. Exquisite and Simplistic Style: This comforter is cationic dyed to achieve a subtle yet elegant dual-color noise effect, and can easily help your little one get cozy. Comforter Duvet Insert: With four corner loops at each of the corners, this bedding set can be used as an all-season comforter or as a cozy year-round duvet insert. Easy to Maintain: This Bedsure bedding comforter set is easy to maintain. Simply machine wash in cold water on a gentle cycle for a like-new restoration. What You Can Get: This Bedsure queen comforter set includes 1 comforter (90\\\" x 90\\\") and 2 pillow shams (20\\\" x 26\\\" + 2\\\")\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Queen\"\n},\n {\n \"Color\": \"05 - Beige\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Bedsure Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"13ba808a\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"77b7226a\", \"price\": \"$30.39\", \"quantity\": \"\"},\n {\"title\": \"Litanika Queen Comforter Set Sage Green, 3 Pieces Lightweight Comforters Queen Size Solid Bedding Comforters Sets, Down Alternative Comforter Bed Set Quilt Blanket\", \"asin\": \"/promo/AD3TTLBS2JOMG\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"ROSGONIA Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"/promo/A12CWCTAJ7FFCT\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Comforter Set - Sage Green Bed Set, 3 Pieces Cute Floral Bedding, 1 Soft Reversible Botanical Flowers Comforter and 2 Pillow Shams\", \"asin\": \"05d88343\", \"price\": \"$24.88\", \"quantity\": \"\"},\n {\"title\": \"CozyLux Queen Comforter Set White Seersucker 7 Pieces Bed in a Bag Queen Comforter Set with Sheets, Luxury Soft Bedding Set with Down Alternative Comforter, Sheets, Pillowcases & Shams for All Seasons\", \"asin\": \"B08CRNCJFC\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure King Size Quilt Bedding Set - Soft Ultrasonic King Bedspread - White Coverlet Quilted Bedding - Lightweight Comforter Set for All Seasons (Includes 2 Pillow Shams)\", \"asin\": \"c557c1b8\", \"price\": \"$27.19\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Striped Boho Duvet Cover Queen Size - Shabby Chic Tufted Boho Bedding Set, 3 Pieces Shabby Chic Home Bedding for All Seasons, Includes 1 Queen Duvet Cover & 2 Pillowcases (Pumpkin, 90\\\" x 90\\\")\", \"asin\": \"e8e85257\", \"price\": \"$18.14\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Waffle Comforter Set Queen, Soft and Breathable Coconut White Bedding Comforter Set, 3 Pieces, 1 Waffle Weave Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"/promo/A22G67HR3HA5XH\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Queen Duvet Cover with Fitted Sheet - Soft Double Brushed Bedding Set with Zipper Closure, 6 Pieces, Includes 1 Duvet Cover, 1 Fitted Sheet, 2 Pillow Shams, 2 Pillowcases, NO Comforter, White\", \"asin\": \"07144d30\", \"price\": \"$31.25\", \"quantity\": \"\"},\n {\"title\": \"Bedsure California King Comforter Set - 7 Pieces Reversible Grey Bedding, California King Size Bed Set for All Seasons, Bed in a Bag with Down Alternative Comforter, Sheets, Pillowcases & Shams\", \"asin\": \"b3df17c9\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Bedsure Boho Duvet Cover Queen Size - Boho Bedding, Tufted Queen Duvet Cover for All Seasons, 3 Pieces Embroidery Shabby Chic Home Bedding,Comforter Not Included (White, 90\\\" x 90\\\")\", \"asin\": \"98c55944\", \"price\": \"$29.69\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"price\": \"$22.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Size Comforter Set, Beige Soft Prewashed Bedding for All Seasons, 3 Pieces GentleSoft\\u2122 Warm Down Alternative Bed Set, 1 Lightweight Comforter (90\\\"x90\\\") and 2 Pillowcases (20\\\"x26\\\")\", \"asin\": \"B0CGLP3QSF\", \"price\": \"$28.49\"},\n {\"title\": \"ROSGONIA\\u00a0Queen Comforter Set Olive Green, 3pcs Bedding Sets Queen (1 Boho Olive Comforter & 2 Pillowcases), All Season Lightweight Blanket Quilt\", \"asin\": \"B08YXKR996\", \"price\": \"$29.99\"},\n {\"title\": \"Bedsure\\u00a0Queen Comforter Set - 4 Pieces Pinch Pleat Bed Set, Beige Boho Bedding for All Season, 1 Soft Comforter, 2 Pillowcases, 1 Decorative Pillow\", \"asin\": \"B0C27JYSJP\", \"price\": \"$30.39\"},\n {\"title\": \"Basic Beyond\\u00a0Queen Comforter & Pillowcase Set, Lightweight Beige, Fluffy, 3-Piece Queen Size Bedding\", \"asin\": \"B0CSYVHZZV\", \"price\": \"$25.99\"},\n {\"title\": \"weigelia\\u00a0Queen Comforter Set 7 Pieces Oatmeal Comforters Queen Size Soft Fluffy Bedding Comforter Set with Fitted Sheets, Flat Sheets, Pillow Shams, and Pillowcases\", \"asin\": \"B0BVLW9CWW\", \"price\": \"$34.99\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:07.171Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed 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White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:17.376Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:17.376Z	click	cart_page_select	rule	2025-04-08T23:04:17.376Z	train	278	2025-04-08T23:04:17.376Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": 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White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:17.376Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 278, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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\"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:17.376Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:17.607Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:17.607Z	click	cart_page_select	rule	2025-04-08T23:04:17.607Z	train	279	2025-04-08T23:04:17.607Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} 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Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:17.607Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 279, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:17.607Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:18.237Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:18.237Z	click	cart_page_select	rule	2025-04-08T23:04:18.237Z	train	280	2025-04-08T23:04:18.237Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} 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Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:18.237Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 280, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:18.237Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:18.452Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:18.452Z	click	cart_page_select	rule	2025-04-08T23:04:18.452Z	train	281	2025-04-08T23:04:18.452Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} 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Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:18.452Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 281, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:18.452Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:19.660Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:19.660Z	click	cart_page_select	rule	2025-04-08T23:04:19.660Z	train	282	2025-04-08T23:04:19.660Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:19.660Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 282, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": 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\"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:19.660Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:19.888Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:19.888Z	click	cart_page_select	rule	2025-04-08T23:04:19.888Z	train	283	2025-04-08T23:04:19.888Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:19.888Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 283, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:19.888Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:20.407Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:20.407Z	click	cart_page_select	rule	2025-04-08T23:04:20.407Z	train	284	2025-04-08T23:04:20.407Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:20.407Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:26.326Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:26.326Z	click	cart_page_select	rule	2025-04-08T23:04:26.326Z	train	285	2025-04-08T23:04:26.326Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "selected": false, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:26.326Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 285, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:26.326Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:26.547Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:26.547Z	click	cart_page_select	rule	2025-04-08T23:04:26.547Z	train	286	2025-04-08T23:04:26.547Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "selected": false, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:26.547Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 286, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:26.547Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:27.461Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:27.461Z	click	cart_page_select	rule	2025-04-08T23:04:27.461Z	train	287	2025-04-08T23:04:27.461Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "selected": false, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:27.461Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 287, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:27.461Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:27.666Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:27.666Z	click	cart_page_select	rule	2025-04-08T23:04:27.666Z	train	288	2025-04-08T23:04:27.666Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.461Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:27.666Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:29.072Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:29.072Z	click	cart_page_select	rule	2025-04-08T23:04:29.072Z	train	289	2025-04-08T23:04:29.072Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.461Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.666Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "selected": false, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:29.072Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 289, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:29.072Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:29.325Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:29.325Z	click	cart_page_select	rule	2025-04-08T23:04:29.325Z	train	290	2025-04-08T23:04:29.325Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.461Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.666Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:29.072Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "selected": false, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. 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Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:29.325Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 290, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:29.325Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:29.908Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:29.908Z	click	cart_page_select	rule	2025-04-08T23:04:29.908Z	train	291	2025-04-08T23:04:29.908Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.461Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.666Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:29.072Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:29.325Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "selected": false, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001TNW23U", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": []}, {"title": "Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free", "asin": "B001CGX3ZK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Acai Powder"}, {"Size": "8 Ounce (Pack of 1)"}]}, {"title": "EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count", "asin": "B016RFJDL8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Count (Pack of 1)"}, {"Color": "Pink"}]}, {"title": "Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)", "asin": "B07Q3MZMDL", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz", "asin": "B09NF696CR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "16 Fl Oz (Pack of 1)"}, {"Scent": "Apple"}]}, {"title": "Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz", "asin": "B07RHTQP68", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "2", "selected": false, "options": [{"Scent": "Mango and Hibiscus"}, {"Size": "32 Ounce (Pack of 1)"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:29.908Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 291, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:29.908Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:30.120Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:30.120Z	click	cart_page_select	rule	2025-04-08T23:04:30.120Z	train	292	2025-04-08T23:04:30.120Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": 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Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:30.120Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 292, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed 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\"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:30.120Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:33.573Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:33.573Z	click	cart_page_select	rule	2025-04-08T23:04:33.573Z	train	293	2025-04-08T23:04:33.573Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:04:33.573Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 293, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:33.573Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men 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Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:42.128Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:42.128Z	click	cart_page_select	rule	2025-04-08T23:04:42.128Z	train	294	2025-04-08T23:04:42.128Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:30.120Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:33.573Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:42.128Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:30.120Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:33.573Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:42.128Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": true, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:52.363Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:04:52.363Z	click	cart_page_select	rule	2025-04-08T23:04:52.363Z	train	295	2025-04-08T23:04:52.363Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.461Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.666Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:29.072Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:29.325Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:29.908Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:30.120Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:33.573Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:42.128Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "promotion_items": [ {"title": "Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)", "asin": "B00JGCBGZQ", "price": "$18.95", "quantity": ""}, {"title": "Sports Research\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count", "asin": "B0D3VPJTMJ", "price": "$17.95", "quantity": ""}, {"title": "Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count", "asin": "B08DZ9TL85", "price": "$24.95", "quantity": ""}, {"title": "NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)", "asin": "B07FLDK6ZY", "price": "$31.95", "quantity": ""}, {"title": "Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings", "asin": "B0BSJYW743", "price": "$20.89", "quantity": ""}, {"title": "Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS", "asin": "B0CCJZVJYG", "price": "$27.95", "quantity": ""}, {"title": "Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb", "asin": "B019TUCOF0", "price": "$14.99", "quantity": ""}, {"title": "Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules", "asin": "B01KE592JU", "price": "$22.97", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented", "asin": "B095CN96JS", "price": "$25.21", "quantity": ""}, {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""}, {"title": "Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules", "asin": "B07P5K7DQP", "price": "$26.00", "quantity": ""}, {"title": "Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz", "asin": "B00GL2HMES", "price": "$21.50", "quantity": ""} ], "active_items": [ {"title": "Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\"x90\") and 2 Pillow Shams (20\"x26\"+2\")", "asin": "B0B49MZLDB", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "selected": true, "options": [{"Size": "Queen"}, {"Color": "05 - Beige"}]}, {"title": "HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers", "asin": "B08953WD16", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Gray"}, {"Size": "Standard"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches", "asin": "B097CZCDQG", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen (Pack of 2)"}]}, {"title": "EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches", "asin": "B0B4Z6W16R", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Standard (2Pack)"}]}, {"title": "OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count", "asin": "B01FKP3Q7S", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor": "Blackberry"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct", "asin": "B07DX89ZHN", "delivery": "Eligible for FREE Shipping", "quantity": "1", "selected": true, "options": [{"Size": "90 Count (Pack of 1)"}]}, {"title": "Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)", "asin": "B0BGMGN7H4", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Size": "8 Ounce (Pack of 1)"}]}, {"title": "Navitas Organics Pomegranate Powder, 8oz. 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Squeeze Bottle", "asin": "B01IR6J4CI", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Bottle"}, {"Size": "16 Ounce (Pack of 1)"}]}, {"title": "Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count", "asin": "B07QNZDWHN", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Extra Heavy Overnight (Size 5)"}, {"Unit Count": "30.0"}]}, {"title": "Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct", "asin": "B000NPYY04", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Unflavored"}, {"Size": "200 Count"}]}, {"title": "Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply", "asin": "B010OV9N0W", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Unflavored"}, {"Size": "150 Count (Pack of 1)"}]}, {"title": "SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)", "asin": "B07FQZ1ZV6", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Style": "Teen Girl"}, {"Size": "90 Count (Pack of 1)"}]}, {"title": "SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)", "asin": "B01L4J9UQK", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Style": "Women's"}, {"Size": "120 Count (Pack of 1)"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count", "asin": "B00016RL9G", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Orange"}]}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply", "asin": "B0009RF8KG", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Raspberry"}]}, {"title": "BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber", "asin": "B00MPQ5ZOS", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Chia"}, {"Size": "2 Pound"}]}, {"title": "NESTLE KLIM Powdered Milk PREBIO 1 1600g", "asin": "B00ZRWBS7K", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Flavor Name": "Klim Fortificada"}, {"Size": "56.32 Ounce (Pack of 1)"}]}, {"title": "Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads", "asin": "B07H3XSHCK", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Count (Pack of 1)"}]}, {"title": "Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary", "asin": "B07XR3C87P", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "Microfiber Cleaning Cloths \u00d0 24 Pack"}]}, {"title": "Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More", "asin": "B07T9C5CQR", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags", "asin": "B01BZ0MR54", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": true, "options": [{"Color": "Black"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": true, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:30.120Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:33.573Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:42.128Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": true, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:04:52.363Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:30.120Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:33.573Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:42.128Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:52.363Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": false, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:03.162Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:05:03.162Z	click	cart_page_select	rule	2025-04-08T23:05:03.162Z	train	296	2025-04-08T23:05:03.162Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": "click_product", "action_argument": "B07P8NXQF4"} {"timestamp": "2025-04-08T22:52:47.709Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:53.579Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:53:11.818Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:53:35.645Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:55:09.122Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:55:16.577Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:22.749Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:55:49.649Z", "action": "input", "action_argument": "20\"x26\""} {"timestamp": "2025-04-08T22:55:49.661Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:57:01.311Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:05.232Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T22:57:08.680Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:19.219Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:22.168Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:28.081Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:29.324Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:34.017Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:57:56.459Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:57.569Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:58.054Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:57:59.308Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:59:15.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:16.915Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:19.555Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:23.107Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:59:54.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T23:01:35.518Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:01:41.195Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T23:04:00.958Z", "action": "purchase", "action_argument": "B08953WD16"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-08T23:04:07.171Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T23:04:17.376Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:17.607Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.237Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:18.452Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.660Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:19.888Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:20.407Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.326Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:26.547Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.461Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T23:04:27.666Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": 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Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:05:03.162Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 296, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed 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\"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:03.162Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:03.384Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:05:03.384Z	click	cart_page_select	rule	2025-04-08T23:05:03.384Z	train	297	2025-04-08T23:05:03.384Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} 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Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator", "asin": "B08DSYZGVB", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz", "asin": "B0BBNBS3NK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Fresh Burst"}, {"Size": "100.5 Fl Oz (Pack of 1)"}]}, {"title": "Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible", "asin": "B085V5PPP8", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "84 Fl Oz (Pack of 1)"}]}, {"title": "Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count", "asin": "B00VRAFLII", "delivery": "FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "81 Count (Pack of 1)"}]}, {"title": "Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths", "asin": "B07YQDH1N1", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Kit"}, {"Configuration": "Mop"}]}, {"title": "KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black", "asin": "B07PZF3QS3", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}, {"Size": "8.72 Inch"}]}, {"title": "Amazon eGift Card - Amazon Smile - Argyle", "asin": "B0CXPV9BR5", "selected": false, "options": []}, {"title": "Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJVFFNM", "delivery": "FREE delivery Sun, Apr 13 available at checkout", "quantity": "1", "selected": false, "options": [{"Flavor Name": "New Barista Flavored Pack"}, {"Size": "10 Count (Pack of 3)"}]}, {"title": "L'OCCITANE Shea Butter Hand Cream 1.00 oz", "asin": "B002U0KUTE", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Travel-Size"}, {"Size": "1 Ounce (Pack of 1)"}]}, {"title": "Lanc\u00f4me Advanced G\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz", "asin": "B01HWSHEOM", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo", "asin": "B07R61332F", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "12-white-long"}]}, {"title": "Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White", "asin": "B07CMS5Q6N", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Pattern Name": "Mouse"}]}, {"title": "Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)", "asin": "B074KJ289G", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black&1pcs180ml"}]}, {"title": "Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\"L x 17.7\"W x 18.9\"H", "asin": "B07TWXS5Y6", "delivery": "FREE delivery Sun, Apr 13 available at checkout FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "White"}]}, {"title": "ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \u3010Not for X-S20\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack", "asin": "B07R6GGSJX", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10", "asin": "B07V6JVHFK", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II", "asin": "B08R12HYSW", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:05:03.384Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 297, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": 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Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 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Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:03.384Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", 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Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. 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Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:17.343Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:05:17.343Z	click	cart_page_select	rule	2025-04-08T23:05:17.343Z	train	298	2025-04-08T23:05:17.343Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - 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You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:30.120Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:33.573Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:42.128Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:52.363Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:05:03.162Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:05:03.384Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Sports Research Vitamin D3 5000iu (125mcg) with Coconut Oil ~ High Potency Vitamin D for Immune & Bone Support ~ Non-GMO Verified, Gluten & Soy Free (360 Mini-Liquid Softgels)\", \"asin\": \"B00JGCBGZQ\", \"price\": \"$18.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research\\u00ae Magnesium Glycinate - Supports Restful Sleep & Enzymatic Processes - 160 mg Chelated Magnesium - Vegan Capsule - 90 Count\", \"asin\": \"B0D3VPJTMJ\", \"price\": \"$17.95\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Daily Probiotics with Prebiotics, 60 Billion CFU - Vegan Capsules for Gut Health & Digestive Support, Probiotics for Women & Men - Non-GMO Verified & Gluten Free - 30 Count\", \"asin\": \"B08DZ9TL85\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"NutraChamps Super Greens Powder Premium Superfood \| 20+ Organic Green Veggie Whole Foods \| Wheat Grass, Spirulina, Chlorella \| Antioxidant, Digestive Enzyme & Probiotic Blends (9.0 Oz, Berry)\", \"asin\": \"B07FLDK6ZY\", \"price\": \"$31.95\", \"quantity\": \"\"},\n {\"title\": \"Force Factor Total Beets Organic Beetroot Powder Superfood to Boost Daily Nutrition, USDA Organic, Vegan, Gluten-Free, and Non-GMO Beet Supplement, Unflavored, 90 Servings\", \"asin\": \"B0BSJYW743\", \"price\": \"$20.89\", \"quantity\": \"\"},\n {\"title\": \"Sports Research Creatine Monohydrate - Gain Lean Muscle, Improve Performance and Strength and Support Workout Recovery - 5 g Micronized Creatine - 1.1LBS\", \"asin\": \"B0CCJZVJYG\", \"price\": \"$27.95\", \"quantity\": \"\"},\n {\"title\": \"Orgain Organic Greens Powder + 50 Superfoods, Original - 1 Billion Probiotics for Digestive Health, Antioxidants, Vegan, Plant-Based, Gluten-Free, Non-GMO, Green Juice & Smoothie Drink Mix - 0.62lb\", \"asin\": \"B019TUCOF0\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Multivitamin for Men - Daily Mens Multivitamins & Multiminerals with Vitamin D, Vitamin C, B12 Zinc & More. Essential Vitamins for Men for Energy, Focus, Stamina, Performance, Mens Health. 60 Capsules\", \"asin\": \"B01KE592JU\", \"price\": \"$22.97\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)\", \"asin\": \"B07MHJFRBJ\", \"price\": \"$24.42\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics 2-Ply Toilet Paper, 30 Rolls = 120 Regular Rolls, 350 Sheets, (Pack of 30), Unscented\", \"asin\": \"B095CN96JS\", \"price\": \"$25.21\", \"quantity\": \"\"},\n {\"title\": \"Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)\", \"asin\": \"B079VP6DH5\", \"price\": \"$43.49\", \"quantity\": \"\"},\n {\"title\": \"Pure Encapsulations Magnesium (Glycinate) - Supplement to Support Stress Relief, Sleep, Heart Health, Nerves, Muscles, and Metabolism* - with Magnesium Glycinate - 90 Capsules\", \"asin\": \"B07P5K7DQP\", \"price\": \"$26.00\", \"quantity\": \"\"},\n {\"title\": \"Nutricost Creatine Monohydrate Micronized Powder 500G, 5000mg Per Serv (5g) - 100 Servings, 17.9 Oz\", \"asin\": \"B00GL2HMES\", \"price\": \"$21.50\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Bedsure Queen Comforter Set - Beige Soft Bedding for All Seasons, Cationic Dyed Bed Set, 3 Pieces, 1 Queen Size Comforter (90\\\"x90\\\") and 2 Pillow Shams (20\\\"x26\\\"+2\\\")\", \"asin\": \"B0B49MZLDB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Color\": \"05 - Beige\"}]},\n {\"title\": \"HIMOON Bed Pillows for Sleeping 2 Pack,Standard Size Cooling Pillows Set of 2,Top-end Microfiber Cover for Side Stomach Back Sleepers\", \"asin\": \"B08953WD16\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Gray\"}, {\"Size\": \"Standard\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Queen Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 30 Inches\", \"asin\": \"B097CZCDQG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen (Pack of 2)\"}]},\n {\"title\": \"EIUE Hotel Collection Bed Pillows for Sleeping 2 Pack Standard Size\\uff0cPillows for Side and Back Sleepers,Super Soft Down Alternative Microfiber Filled Pillows,20 x 26 Inches\", \"asin\": \"B0B4Z6W16R\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Standard (2Pack)\"}]},\n {\"title\": \"OLLY Men's Multivitamin Gummy, Vitamins A, C, D, E, B, Zinc, Blackberry Flavor, 45 Day Supply - 90 Count\", \"asin\": \"B01FKP3Q7S\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor\": \"Blackberry\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Sports Research Triple Strength Omega 3 Fish Oil - Burpless Fish Oil Supplement w/EPA & DHA Fatty Acids from Single-Source Wild Alaskan Pollock - 1250 mg, 90 ct\", \"asin\": \"B07DX89ZHN\", \"delivery\": \"Eligible for FREE Shipping\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"Kate Naturals Organic Beet Root Powder for Smoothies & Juice. Raw Superfood & Natural Red Food Coloring (8oz, Non-GMO, Earthy Flavor)\", \"asin\": \"B0BGMGN7H4\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"Navitas Organics Pomegranate Powder, 8oz. Bag, 45 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001TNW23U\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Navitas Organics Acai Powder, 8 oz Bag, 76 Servings \\u2014 Organic, Non-GMO, Freeze-Dried, Gluten-Free\", \"asin\": \"B001CGX3ZK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Acai Powder\"}, {\"Size\": \"8 Ounce (Pack of 1)\"}]},\n {\"title\": \"EcoTools Dry Body Brush, Cruelty-Free Bristles Exfoliate & Smooth Skin, Dry Brushing Removes Dry Skin, May Help Improve Circulation & Skin Tone, Eco-Friendly Skincare Tool, Vegan, 1 Count\", \"asin\": \"B016RFJDL8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Count (Pack of 1)\"}, {\"Color\": \"Pink\"}]},\n {\"title\": \"Almooni Natural Loofah Exfoliating Body Scrubber, Made with Natural Egyptian Shower Loofah Sponge, Bath Shower Loofah Sponge for Women and Men, for Face and Body That Gets You Clean - 2 Count (1 Pack)\", \"asin\": \"B07Q3MZMDL\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Dawn Platinum Powerwash Dish Spray, Dish Soap, Apple Scent, 16oz\", \"asin\": \"B09NF696CR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"16 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Apple\"}]},\n {\"title\": \"Lysol All Purpose Cleaner Spray, Multi-Purpose Disinfecting Spray, Kitchen & Bathroom Cleaner, Mango & Hibiscus Scent, 32 Fl Oz\", \"asin\": \"B07RHTQP68\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"2\", \"selected\": false, \"options\": [{\"Scent\": \"Mango and Hibiscus\"}, {\"Size\": \"32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Nate's Organic 100% Pure, Raw & Unfiltered Honey - USDA Certified Organic - 16oz. Squeeze Bottle\", \"asin\": \"B01IR6J4CI\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Bottle\"}, {\"Size\": \"16 Ounce (Pack of 1)\"}]},\n {\"title\": \"Always Infinity Feminine Pads for Women, Size 5 Extra Heavy Overnight, with Wings, unscented, 30 Count\", \"asin\": \"B07QNZDWHN\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Extra Heavy Overnight (Size 5)\"}, {\"Unit Count\": \"30.0\"}]},\n {\"title\": \"Nature's Bounty Fish Oil, Supports Heart Health, 1200 Mg, 360 Mg Omega-3, Rapid Release Softgels, 200 Ct\", \"asin\": \"B000NPYY04\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"200 Count\"}]},\n {\"title\": \"Nature Made Fish Oil 1200 mg Softgels, Fish Oil Supplements, Omega 3 Fish Oil for Healthy Heart Support, Omega 3 Supplement with 150 Softgels, 75 Day Supply\", \"asin\": \"B010OV9N0W\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"150 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Teen Girl Formula, Daily Multivitamin Gummies: Vitamins C, B12, K, Zinc, & Biotin for Immune Support, Energy, Skin & Hair Support, Assorted Fruit Flavor, 90 Gummies (22 Day Supply)\", \"asin\": \"B07FQZ1ZV6\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Teen Girl\"}, {\"Size\": \"90 Count (Pack of 1)\"}]},\n {\"title\": \"SmartyPants Women's Multivitamin Gummies: Omega 3 Fish Oil (EPA/DHA), Methylfolate, CoQ10, Vitamin D3, C, Vitamin B12, B6, A, K & Zinc, Inositol, Gluten Free, 120 Count (20 Day Supply)\", \"asin\": \"B01L4J9UQK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Women's\"}, {\"Size\": \"120 Count (Pack of 1)\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Super Orange Flavor - 30 Count\", \"asin\": \"B00016RL9G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Orange\"}]},\n {\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Raspberry Flavor - 30 Count/1 Month Supply\", \"asin\": \"B0009RF8KG\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Raspberry\"}]},\n {\"title\": \"BetterBody Foods Organic Chia Seeds 2 lbs, 32 Oz, with Omega-3, Non-GMO, Gluten Free, Keto Diet Friendly, Vegan, Good Source of Fiber\", \"asin\": \"B00MPQ5ZOS\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Chia\"}, {\"Size\": \"2 Pound\"}]},\n {\"title\": \"NESTLE KLIM Powdered Milk PREBIO 1 1600g\", \"asin\": \"B00ZRWBS7K\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Klim Fortificada\"}, {\"Size\": \"56.32 Ounce (Pack of 1)\"}]},\n {\"title\": \"Cleancult Wool Dryer Balls (3 Count) - Made from 100% New Zealand Wool - Biodegradable Dryer Balls - Shorten Dry Times, Soften Clothes, and Stop Static Cling - Lasts up to 1000 Loads\", \"asin\": \"B07H3XSHCK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"3 Count (Pack of 1)\"}]},\n {\"title\": \"Lysol Laundry Sanitizer Additive, Free & Clear, Free from Fragrance and Dyes, 0% Bleach Laundry Sanitizer, Bacteria-causing Laundry Odor Eliminator, Unscented, 90 Fl Oz (Pack of 1) - Package May Vary\", \"asin\": \"B07XR3C87P\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Microfiber Cleaning Cloths \\u00d0 24 Pack\"}]},\n {\"title\": \"Stardrops - The Pink Stuff Miracle Multi-Purpose Cleaner \\u2013 Removes Grease, Grime, and Stains on Kitchens, Bathrooms, Floors, and More\", \"asin\": \"B07T9C5CQR\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 80 Bags\", \"asin\": \"B01BZ0MR54\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Activated Charcoal Odor Absorber 10x3.5oz w Hooks. Nature Fresh Bamboo Charcoal Air Purifying Bag Home Closet Air Freshener Deodorizer Odor Eliminator\", \"asin\": \"B08DSYZGVB\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 77 Loads Liquid Laundry Detergent, 100.5 Fl oz\", \"asin\": \"B0BBNBS3NK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Fresh Burst\"}, {\"Size\": \"100.5 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide Liquid Laundry Detergent, Original, 64 loads, 84 fl oz, HE Compatible\", \"asin\": \"B085V5PPP8\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"84 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Tide PODS Laundry Detergent Soap PODS, High Efficiency (HE), Original Scent, 81 Count\", \"asin\": \"B00VRAFLII\", \"delivery\": \"FREE delivery Mon, Apr 14 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"81 Count (Pack of 1)\"}]},\n {\"title\": \"Swiffer Sweeper 2-in-1 Dry + Wet Floor Mopping and Sweeping Kit, Multi-Surface Kit for Floor Cleaning, Kit Includes 1 Sweeper, 14 Dry Sweeping Cloths, 5 Wet Mopping Cloths\", \"asin\": \"B07YQDH1N1\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1 Kit\"}, {\"Configuration\": \"Mop\"}]},\n {\"title\": \"KitchenAid All Purpose Kitchen Shears with Protective Sheath Durable Stainless Steel Scissors, Dishwasher Safe, Soft Grip Comfort Handle, 8.72 Inch, Black\", \"asin\": \"B07PZF3QS3\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"8.72 Inch\"}]},\n {\"title\": \"Amazon eGift Card - Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:17.343Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:47:26.101Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:47:34.615Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:37.948Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:38.493Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:49:27.937Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:49:36.266Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:52:00.444Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:26.460Z\", \"action\": \"click_product\", \"action_argument\": \"B07P8NXQF4\"}\n{\"timestamp\": \"2025-04-08T22:52:47.709Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:52:53.579Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:53:11.818Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:53:35.645Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:55:09.122Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:55:16.577Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:22.749Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:55:49.649Z\", \"action\": \"input\", \"action_argument\": \"20\\\"x26\\\"\"}\n{\"timestamp\": \"2025-04-08T22:55:49.661Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:57:01.311Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:05.232Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T22:57:08.680Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:19.219Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:22.168Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:28.081Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:29.324Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:34.017Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:57:56.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:57.569Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:58.054Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:57:59.308Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:59:15.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:16.915Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:19.555Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:23.107Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:59:54.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T23:01:35.518Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:01:41.195Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T23:04:00.958Z\", \"action\": \"purchase\", \"action_argument\": \"B08953WD16\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-08T23:04:07.171Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T23:04:17.376Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:17.607Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.237Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:18.452Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.660Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:19.888Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:20.407Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.326Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:26.547Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.461Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:27.666Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.072Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.325Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:29.908Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:30.120Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:33.573Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:42.128Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:04:52.363Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:05:03.162Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:05:03.384Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T23:05:17.343Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:18.164Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-08T23:05:18.164Z	click	cart_page_select	rule	2025-04-08T23:05:18.164Z	train	299	2025-04-08T23:05:18.164Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "} {"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"} {"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"} {"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"} {"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"} {"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"} {"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"} {"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"} {"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"} {"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"} {"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"} {"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"} {"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"} {"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"} {"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"} {"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"} {"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"} {"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"} {"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"} {"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:29:35.353Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:30:38.111Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:31:00.146Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:31:35.137Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:33:03.105Z", "action": "input", "action_argument": "pillow 1 "} {"timestamp": "2025-04-08T22:33:03.173Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:33:23.902Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:33:52.414Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:33:52.606Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T22:34:41.753Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:34:53.101Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:35:16.588Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:36:52.908Z", "action": "click_product", "action_argument": "B097CZCDQG"} {"timestamp": "2025-04-08T22:37:30.204Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:37:41.796Z", "action": "click_product", "action_argument": "B0B49MZLDB"} {"timestamp": "2025-04-08T22:38:03.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:07.822Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:10.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:20.250Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T22:38:42.819Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:40:00.008Z", "action": "click_product", "action_argument": "B0CV47JFNX"} {"timestamp": "2025-04-08T22:42:28.562Z", "action": "input", "action_argument": "1 Full Size Comforter"} {"timestamp": "2025-04-08T22:42:34.770Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-08T22:44:16.469Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:44:49.910Z", "action": "purchase", "action_argument": "B0B4Z6W16R"} {"timestamp": "2025-04-08T22:45:49.262Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T22:46:10.085Z", "action": "click_product", "action_argument": "B0D8KLNGKS"} {"timestamp": "2025-04-08T22:46:19.657Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:46:25.594Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:46:42.499Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:52.489Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:46:59.804Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:04.690Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:47:15.605Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:18.669Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:19.281Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:26.006Z", "action": "input", "action_argument": "bed pillow"} {"timestamp": "2025-04-08T22:47:26.101Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T22:47:34.615Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:37.948Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:47:38.493Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T22:49:27.937Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:49:36.266Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T22:52:00.444Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-08T22:52:26.460Z", "action": 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C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN", "asin": "B09X7FXHVJ", "delivery": "FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns", "quantity": "1", "selected": false, "options": [{"Capacity": "128GB"}, {"Style": "Memory Card Only"}]} ], "saved_items": [ {"title": "MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown", "asin": "B01MXOTV76", "options": []}, {"title": "Lanc\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch", "asin": "B09P881DDG", "options": []}, {"title": "Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White", "asin": "B0055FSN3Q", "options": []}, {"title": "Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count", "asin": "B01BZ0LXL8", "options": [{"Color": "Lavender & Sweet Vanilla"}, {"Size": "80 Count (Pack of 1)"}]}, {"title": "Lanc\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red", "asin": "B08R3XRHYQ", "options": []}, {"title": "Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce", "asin": "B00HQQZK5Q", "price": "$36.94", "options": [{"Color": "Coral"}, {"Size": "0.11 Ounce (Pack of 1)"}]}, {"title": "VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk", "asin": "B002VKVD8A", "options": [{"Color": "Black"}, {"Size": "10Pk"}, {"Style": "Black"}]}, {"title": "Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz", "asin": "B09NF7RLYH", "options": [{"Size": "22 Fl Oz (Pack of 1)"}, {"Scent": "Original"}]}, {"title": "Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags", "asin": "B01H3VFA9E", "options": [{"Scent": "Clean Burst"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply", "asin": "B002QO00YO", "options": [{"Flavor Name": "Unflavored"}, {"Size": "90 Count (Pack of 1)"}]} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-04-08T23:05:18.164Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>", "index": 299, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T21:24:07.327Z\", \"action\": \"input\", \"action_argument\": \"body scrub \"}\n{\"timestamp\": \"2025-04-08T21:24:50.937Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:25:42.579Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:28:11.305Z\", \"action\": \"purchase\", \"action_argument\": \"B07Q3MZMDL\"}\n{\"timestamp\": \"2025-04-08T21:34:44.778Z\", \"action\": \"input\", \"action_argument\": \"body scrub\"}\n{\"timestamp\": \"2025-04-08T21:34:44.866Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:34:55.475Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:35:12.476Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:36.094Z\", \"action\": \"click_product\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:36:40.634Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:43.986Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:48.546Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:36:53.717Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:37:00.260Z\", \"action\": \"purchase\", \"action_argument\": \"B016RFJDL8\"}\n{\"timestamp\": \"2025-04-08T21:37:21.522Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:38:26.446Z\", \"action\": \"input\", \"action_argument\": \"body scrubtravel\"}\n{\"timestamp\": \"2025-04-08T21:38:26.521Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:39:04.698Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:12.369Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:41:55.211Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:42:35.948Z\", \"action\": \"input\", \"action_argument\": \"\\u5df4\\u897f\\u8393\\u7c89\"}\n{\"timestamp\": \"2025-04-08T21:42:40.992Z\", \"action\": \"input\", \"action_argument\": \"acai\"}\n{\"timestamp\": \"2025-04-08T21:42:41.098Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:42:48.394Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:48:20.798Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:48:26.481Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T21:49:05.205Z\", \"action\": \"click_product\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:49:24.683Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T21:49:55.124Z\", \"action\": \"purchase\", \"action_argument\": \"B001CGX3ZK\"}\n{\"timestamp\": \"2025-04-08T21:52:13.919Z\", \"action\": \"input\", \"action_argument\": \"fish\"}\n{\"timestamp\": \"2025-04-08T21:52:13.982Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:52:18.488Z\", \"action\": \"click_product\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:52:54.494Z\", \"action\": \"purchase\", \"action_argument\": \"B07DX89ZHN\"}\n{\"timestamp\": \"2025-04-08T21:53:20.097Z\", \"action\": \"input\", \"action_argument\": \"multivitamin\"}\n{\"timestamp\": \"2025-04-08T21:53:20.206Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T21:53:30.532Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:01:42.073Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men\"}\n{\"timestamp\": \"2025-04-08T22:01:42.176Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:30.519Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.282Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:05:52.349Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:05:59.003Z\", \"action\": \"input\", \"action_argument\": \"multivitamin for men gummies\"}\n{\"timestamp\": \"2025-04-08T22:06:04.741Z\", \"action\": \"input\", \"action_argument\": \"stress\"}\n{\"timestamp\": \"2025-04-08T22:06:04.855Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:06:11.100Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:08:11.060Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:08:38.414Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:19.576Z\", \"action\": \"click_product\", \"action_argument\": \"B01FKP3Q7S\"}\n{\"timestamp\": \"2025-04-08T22:10:25.650Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:25.673Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:10:37.385Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:11:04.998Z\", \"action\": \"input\", \"action_argument\": \"zhentou\"}\n{\"timestamp\": \"2025-04-08T22:11:09.945Z\", \"action\": \"input\", \"action_argument\": \"pillow\"}\n{\"timestamp\": \"2025-04-08T22:11:16.218Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:13:41.715Z\", \"action\": \"purchase\", \"action_argument\": \"B083LMRXJC\"}\n{\"timestamp\": \"2025-04-08T22:13:56.797Z\", \"action\": \"input\", \"action_argument\": \"\\u88ab\\u5b50\"}\n{\"timestamp\": \"2025-04-08T22:14:07.773Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:34.406Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:14:54.495Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:19:31.185Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:19:34.701Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:21:24.630Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:09.420Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:41.699Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:22:42.418Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:24:39.641Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:44.735Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:47.314Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:48.939Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:50.644Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:51.893Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:24:58.012Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:01.391Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:25:04.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:00.685Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:03.606Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:06.173Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:16.448Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:26:38.608Z\", \"action\": \"purchase\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:29:35.353Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:30:38.111Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:31:00.146Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:31:35.137Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:33:03.105Z\", \"action\": \"input\", \"action_argument\": \"pillow 1 \"}\n{\"timestamp\": \"2025-04-08T22:33:03.173Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T22:33:23.902Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:33:52.414Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:33:52.606Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T22:34:41.753Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:34:53.101Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:35:16.588Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:36:52.908Z\", \"action\": \"click_product\", \"action_argument\": \"B097CZCDQG\"}\n{\"timestamp\": \"2025-04-08T22:37:30.204Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:37:41.796Z\", \"action\": \"click_product\", \"action_argument\": \"B0B49MZLDB\"}\n{\"timestamp\": \"2025-04-08T22:38:03.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:07.822Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:10.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:20.250Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T22:38:42.819Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:40:00.008Z\", \"action\": \"click_product\", \"action_argument\": \"B0CV47JFNX\"}\n{\"timestamp\": \"2025-04-08T22:42:28.562Z\", \"action\": \"input\", \"action_argument\": \"1 Full Size Comforter\"}\n{\"timestamp\": \"2025-04-08T22:42:34.770Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-08T22:44:16.469Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:44:49.910Z\", \"action\": \"purchase\", \"action_argument\": \"B0B4Z6W16R\"}\n{\"timestamp\": \"2025-04-08T22:45:49.262Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T22:46:10.085Z\", \"action\": \"click_product\", \"action_argument\": \"B0D8KLNGKS\"}\n{\"timestamp\": \"2025-04-08T22:46:19.657Z\", \"action\": \"input\", \"action_argument\": \"bed pillow\"}\n{\"timestamp\": \"2025-04-08T22:46:25.594Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T22:46:42.499Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:52.489Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:46:59.804Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:04.690Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-08T22:47:15.605Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:18.669Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:19.281Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T22:47:26.006Z\", \"action\": \"input\", \"action_argument\": \"bed 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Amazon Smile - Argyle\", \"asin\": \"B0CXPV9BR5\", \"selected\": false, \"options\": []},\n {\"title\": \"Nespresso Capsules Vertuo, Barista Flavored Pack, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.\", \"asin\": \"B0BZJVFFNM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"New Barista Flavored Pack\"}, {\"Size\": \"10 Count (Pack of 3)\"}]},\n {\"title\": \"L'OCCITANE Shea Butter Hand Cream 1.00 oz\", \"asin\": \"B002U0KUTE\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Travel-Size\"}, {\"Size\": \"1 Ounce (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me Advanced G\\u00e9nifique Eye Cream - For Dark Circles & Fine Lines - With Bifidus Prebiotic, Hyaluronic Acid & Vitamin Cg - 0.5 Fl Oz\", \"asin\": \"B01HWSHEOM\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Eicolorte Sarong Cover Ups for Swimwear Plus Size Solid Women Long Swimsuit Wrap Pareo\", \"asin\": \"B07R61332F\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"12-white-long\"}]},\n {\"title\": \"Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - White\", \"asin\": \"B07CMS5Q6N\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}, {\"Pattern Name\": \"Mouse\"}]},\n {\"title\": \"Easyou Redstar Liquid Ink for Professioanl Traditional Calligraphy and Brush Painting Chinese Ink Liquid (Black&1pcs180ML)\", \"asin\": \"B074KJ289G\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Black&1pcs180ml\"}]},\n {\"title\": \"Amazon Basics Round Storage End Table, Side Table with Cloth Basket, White/Heather Gray, 17.7\\\"L x 17.7\\\"W x 18.9\\\"H\", \"asin\": \"B07TWXS5Y6\", \"delivery\": \"FREE delivery Sun, Apr 13 available at checkout FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"White\"}]},\n {\"title\": \"ULBTER Screen Protector for Fujifilm X-T30 II X-S10 X-T30 X-T20 X-T10 X-E3 Fuji XS10 XT30 XF10 XT100 X-A1 X-A2 \\u3010Not for X-S20\\u3011 Camera, 0.3mm 9H Hardness Tempered Glass Flim Anti-Scrach -3 Pack\", \"asin\": \"B07R6GGSJX\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Metal Hand Grip L Bracket for Fuji Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 Anti-Slip Handgrip Holder, with Battery Memory Card Compartment Opening & Speaker Hole, Replaces MHG-XT10\", \"asin\": \"B07V6JVHFK\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Wasabi Power NP-W126, NP-W126S Battery (2-Pack) USB-C Dual Charger for Fuji X-T100, X-T200, X100F, X100V, X100VI, X-S10, X-A5, X-A10, X-E4, X-Pro2, X-Pro3, X-T1, X-T2, X-T3, X-T10, X-T20, X-T30 II\", \"asin\": \"B08R12HYSW\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"SanDisk 128GB Extreme PRO SDXC UHS-I Memory Card - C10, U3, V30, 4K UHD, SD Card - SDSDXXD-128G-GN4IN\", \"asin\": \"B09X7FXHVJ\", \"delivery\": \"FREE delivery Sun, Apr 13 on $35 of items shipped by Amazon FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Capacity\": \"128GB\"}, {\"Style\": \"Memory Card Only\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"MegaGear MG958 Ever Ready Leather Camera Half Case and Strap Compatible with Fujifilm X-T30 MII, X-T30, X-T20, X-T10 - Dark Brown\", \"asin\": \"B01MXOTV76\", \"options\": []},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Drama Matte Lipstick - Bold Matte Finish - Lasting Comfort & Hydration - 196 French Touch\", \"asin\": \"B09P881DDG\", \"options\": []},\n {\"title\": \"Aroma Housewares 6-Cup (Cooked) (3-Cup Uncooked) Pot Style Rice Cooker and Food Steamer (ARC-743-1NG), White\", \"asin\": \"B0055FSN3Q\", \"options\": []},\n {\"title\": \"Hefty Ultra Strong Tall Kitchen Trash Bags, Lavender & Sweet Vanilla Scent, 13 Gallon, 80 Count\", \"asin\": \"B01BZ0LXL8\", \"options\": [{\"Color\": \"Lavender & Sweet Vanilla\"}, {\"Size\": \"80 Count (Pack of 1)\"}]},\n {\"title\": \"Lanc\\u00f4me L'Absolu Rouge Intimatte Hydrating Matte Lipstick - Buildable & Lightweight Formula with a Soft Matte Finish - Up To 12HR Comfort- 196 French Touch: warm orange red\", \"asin\": \"B08R3XRHYQ\", \"options\": []},\n {\"title\": \"Dior Christian Dior Addict Glow Color Awakening Lip Balm SPF 10, No. 004 Coral, 0.12 Ounce\", \"asin\": \"B00HQQZK5Q\", \"price\": \"$36.94\", \"options\": [{\"Color\": \"Coral\"}, {\"Size\": \"0.11 Ounce (Pack of 1)\"}]},\n {\"title\": \"VELCRO Brand Sticky Back Tape Strips with Adhesive \| 10 Count \| Black 3 1/2 x 3/4 In \| Hook and Loop Fasteners for Home Organization, Classroom or Office , 10Pk\", \"asin\": \"B002VKVD8A\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"10Pk\"}, {\"Style\": \"Black\"}]},\n {\"title\": \"Dawn EZ-Squeeze Ultra Dish Soap, Dishwashing Liquid, Original, Dish Soap Refill, 22 fl oz\", \"asin\": \"B09NF7RLYH\", \"options\": [{\"Size\": \"22 Fl Oz (Pack of 1)\"}, {\"Scent\": \"Original\"}]},\n {\"title\": \"Hefty Ultra Strong 13 Gallon Trash Bags, Black Tall Kitchen Trash Bags 13 Gallon Size, Break Resistant Drawstring Enclosure, Continuous Odor Control, Blackout, Clean Burst Scent, 40 Bags\", \"asin\": \"B01H3VFA9E\", \"options\": [{\"Scent\": \"Clean Burst\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Nature Made Vitamin D3 2000 IU (50 mcg), Dietary Supplement for Bone, Teeth, Muscle and Immune Health Support, 90 Softgels, 90 Day Supply\", \"asin\": \"B002QO00YO\", \"options\": [{\"Flavor Name\": \"Unflavored\"}, {\"Size\": \"90 Count (Pack of 1)\"}]}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T23:05:18.164Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }

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